diff --git a/.gitattributes b/.gitattributes
index c7d9f3332a950355d5a77d85000f05e6f45435ea..c8217fc63b5a994edb38f11c32ddd3d87d0cf20c 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -32,3 +32,8 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+SPIGA/spiga/data/annotations/merlrav/test.json filter=lfs diff=lfs merge=lfs -text
+SPIGA/spiga/data/annotations/merlrav/train.json filter=lfs diff=lfs merge=lfs -text
+SPIGA/spiga/data/annotations/wflw/train.json filter=lfs diff=lfs merge=lfs -text
+SPIGA/spiga/eval/results/merlrav/results_merlrav_test.json filter=lfs diff=lfs merge=lfs -text
+SPIGA/spiga/eval/results/wflw/results_wflw_test.json filter=lfs diff=lfs merge=lfs -text
diff --git a/SPIGA/.gitignore b/SPIGA/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..8746724fe1de020bf5068d4f2f0d18cab2b9660e
--- /dev/null
+++ b/SPIGA/.gitignore
@@ -0,0 +1,23 @@
+*.pyc
+*__pycache__*
+*core.*
+_ext
+tmp
+*.o*
+*~
+*.idea
+*.mp4
+*.avi
+*.h5
+*.pt
+*.egg-info
+
+# Build
+/build
+/dist
+
+# Virtual enviroment
+**/venv
+
+# Dataset images
+/spiga/data/databases
diff --git a/SPIGA/LICENSE b/SPIGA/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..d06b4d08ab920bff3c8e3bb8693cc4ba3ab03075
--- /dev/null
+++ b/SPIGA/LICENSE
@@ -0,0 +1,29 @@
+BSD 3-Clause License
+
+Copyright (c) 2022, aprados
+All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
+
+3. Neither the name of the copyright holder nor the names of its
+   contributors may be used to endorse or promote products derived from
+   this software without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/SPIGA/MANIFEST.in b/SPIGA/MANIFEST.in
new file mode 100644
index 0000000000000000000000000000000000000000..fb5d16ae38bbce073e0bf8fc6a722fff99198128
--- /dev/null
+++ b/SPIGA/MANIFEST.in
@@ -0,0 +1,5 @@
+include spiga/data/annotations/**/db_info.json
+include spiga/data/models3D/*.txt
+include spiga/data/readme.md
+include spiga/eval/benchmark/readme.md
+
diff --git a/SPIGA/README.md b/SPIGA/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..1d3c7b7b94ff8293ef4de605af25c437303ee65a
--- /dev/null
+++ b/SPIGA/README.md
@@ -0,0 +1,217 @@
+# SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks.
+
+[![Project Page](https://badgen.net/badge/color/Project%20Page/purple?icon=atom&label)](https://bmvc2022.mpi-inf.mpg.de/155/)
+[![arXiv](https://img.shields.io/badge/arXiv-2210.07233-b31b1b.svg)](https://arxiv.org/abs/2210.07233)
+[![PyPI version](https://badge.fury.io/py/spiga.svg)](https://badge.fury.io/py/spiga)
+[![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](LICENSE)
+[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/andresprados/SPIGA/blob/main/colab_tutorials/video_demo.ipynb)
+
+This repository contains the source code of **SPIGA, a face alignment and headpose estimator** that takes advantage of the complementary benefits from CNN and GNN architectures producing plausible face shapes in presence of strong appearance changes. 
+
+<p align="center">
+    <img src="https://raw.githubusercontent.com/andresprados/SPIGA/main/assets/spiga_scheme.png" width="80%">
+</p>
+
+**It achieves top-performing results in:**
+
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/pose-estimation-on-300w-full)](https://paperswithcode.com/sota/pose-estimation-on-300w-full?p=shape-preserving-facial-landmarks-with-graph)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/head-pose-estimation-on-wflw)](https://paperswithcode.com/sota/head-pose-estimation-on-wflw?p=shape-preserving-facial-landmarks-with-graph)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/pose-estimation-on-merl-rav)](https://paperswithcode.com/sota/pose-estimation-on-merl-rav?p=shape-preserving-facial-landmarks-with-graph)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-merl-rav)](https://paperswithcode.com/sota/face-alignment-on-merl-rav?p=shape-preserving-facial-landmarks-with-graph)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-wflw)](https://paperswithcode.com/sota/face-alignment-on-wflw?p=shape-preserving-facial-landmarks-with-graph)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-300w-split-2)](https://paperswithcode.com/sota/face-alignment-on-300w-split-2?p=shape-preserving-facial-landmarks-with-graph)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-cofw-68)](https://paperswithcode.com/sota/face-alignment-on-cofw-68?p=shape-preserving-facial-landmarks-with-graph)
+[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-300w)](https://paperswithcode.com/sota/face-alignment-on-300w?p=shape-preserving-facial-landmarks-with-graph)
+
+
+## Setup
+The repository has been tested on Ubuntu 20.04 with CUDA 11.4, the latest version of cuDNN, Python 3.8 and Pytorch 1.12.1.
+To run the video analyzer demo or evaluate the algorithm, install the repository from the source code:
+
+```
+# Best practices: 
+#  1. Create a virtual environment.
+#  2. Install Pytorch according to your CUDA version.
+#  3. Install SPIGA from source code:
+
+git clone https://github.com/andresprados/SPIGA.git
+cd spiga
+pip install -e .  
+
+# To run the video analyzer demo install the extra requirements.
+pip install -e .[demo]
+```
+**Models:** By default, model weights are automatically downloaded on demand and stored at ```./spiga/models/weights/```.
+You can also download them from [Google Drive](https://drive.google.com/drive/folders/1olrkoiDNK_NUCscaG9BbO3qsussbDi7I?usp=sharing). 
+
+***Note:*** All the callable files provide a detailed parser that describes the behaviour of the program and their inputs. Please, check the operational modes by using the extension ```--help```.
+
+## Inference and Demo
+We provide an inference framework for SPIGA available at ```./spiga/inference```. The models can be easily deployed 
+in third-party projects by adding a few lines of code. Check out our inference and application tutorials
+for more information: 
+
+<div align="center">
+
+Tutorials | Notebook |
+:---: | :---: |
+Image Inference Example | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/andresprados/SPIGA/blob/main/colab_tutorials/image_demo.ipynb) |
+Face Video Analyzer Demo | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/andresprados/SPIGA/blob/main/colab_tutorials/video_demo.ipynb) |
+
+</div>
+
+### Face Video Analyzer Demo:
+The demo application provides a general framework for tracking, detecting and extracting features of human faces in images or videos.
+You can use the following commands to run the demo:
+
+```
+python ./spiga/demo/app.py \
+            [--input] \      # Webcam ID or Video Path. Dft: Webcam '0'.
+            [--dataset] \    # SPIGA pretrained weights per dataset. Dft: 'wflw'.
+            [--tracker] \    # Tracker name. Dft: 'RetinaSort'.
+            [--show] \       # Select the attributes of the face to be displayed. Dft: ['fps', 'face_id', 'landmarks', 'headpose']
+            [--save] \       # Save record.
+            [--noview] \     # Do not visualize window.
+            [--outpath] \    # Recorded output directory. Dft: './spiga/demo/outputs'
+            [--fps] \        # Frames per second.
+            [--shape] \      # Visualizer shape (W,H).
+```
+
+
+<p align="center">
+
+<img src="https://raw.githubusercontent.com/andresprados/SPIGA/main/assets/demo.gif" width=250px height=250px>
+&nbsp;&nbsp;&nbsp;
+<img src="https://raw.githubusercontent.com/andresprados/SPIGA/main/assets/results/carnaval.gif" width=300px height=250px>
+&nbsp;&nbsp;&nbsp;
+<img src="https://raw.githubusercontent.com/andresprados/SPIGA/main/assets/results/football.gif" width=230px height=250px>
+
+</p>
+
+***Note:*** For more information check the [Demo Readme](spiga/demo/readme.md) or call the app parser ```--help```.
+
+
+## Dataloaders and Benchmarks
+This repository provides general-use tools for the task of face alignment and headpose estimation:
+
+* **Dataloaders:** Training and inference dataloaders are available at ```./spiga/data```.
+Including the data augmentation tools used for training SPIGA and data-visualizer to analyze the dataset images and features.
+For more information check the [Data Readme](spiga/data/readme.md) .
+
+* **Benchmark:** A common benchmark framework to test any algorithm in the task of face alignment and headpose estimation
+is available at ```./spiga/eval/benchmark```. For more information check the following Evaluation Section and the [Benchmark Readme](spiga/eval/benchmark/readme.md).
+
+**Datasets:** To run the data visualizers or the evaluation benchmark please download the dataset images from the official websites 
+([300W](https://ibug.doc.ic.ac.uk/resources/facial-point-annotations/), 
+[AFLW](https://www.tugraz.at/institute/icg/research/team-bischof/lrs/downloads/aflw/), 
+[WFLW](https://wywu.github.io/projects/LAB/WFLW.html), [COFW](http://www.vision.caltech.edu/xpburgos/ICCV13/)). 
+By default they should be saved following the next folder structure:
+```
+./spiga/data/databases/   # Default path can be updated by modifying 'db_img_path' in ./spiga/data/loaders/dl_config.py
+|
+└───/300w               
+│   └─── /images           
+│        | /private     
+│        | /test                   
+|        └ /train             
+|
+└───/cofw                   
+│   └─── /images
+|  
+└───/aflw                   
+│   └─── /data
+|        └ /flickr
+|  
+└───/wflw
+    └─── /images
+```
+**Annotations:** We have stored for simplicity the datasets annotations directly in ```./spiga/data/annotations```. We strongly recommend to move them out of the repository if you plan to use it as a git directory.
+
+**Results:** Similar to the annotations problem, we have stored the SPIGA results in ```./spiga/eval/results/<dataset_name>```. Remove them if need it.
+
+## Evaluation
+The models evaluation is divided in two scripts:
+
+**Results generation**: The script extracts the data alignments and headpose estimation from the desired ``` <dataset_name>``` trained network. Generating a ```./spiga/eval/results/results_<dataset_name>_test.json``` file which follows the same data structure defined by the dataset annotations.
+
+```
+python ./spiga/eval/results_gen.py <dataset_name>
+``` 
+ 
+**Benchmark metrics**: The script generates the desired landmark or headpose estimation metrics. We have implemented an useful benchmark which allows you to test any model using a results file as input. 
+
+```
+python ./spiga/eval/benchmark/evaluator.py /path/to/<results_file.json> --eval lnd pose -s
+``` 
+
+***Note:*** You will have to interactively select the NME_norm and other parameters in the terminal window.
+
+### Results Sum-up
+<details>
+  <summary> WFLW Dataset </summary>
+
+|[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-wflw)](https://paperswithcode.com/sota/face-alignment-on-wflw?p=shape-preserving-facial-landmarks-with-graph)|NME_ioc|AUC_10|FR_10|NME_P90|NME_P95|NME_P99|
+|:--:|:--:|:--:|:--:|:--:|:--:|:--:|
+|full|4.060|60.558|2.080|6.766|8.199|13.071|
+|pose|7.141|35.312|11.656|10.684|13.334|26.890|
+|expression|4.457|57.968|2.229|7.023|8.148|22.388|
+|illumination|4.004|61.311|1.576|6.528|7.919|11.090|
+|makeup|3.809|62.237|1.456|6.320|8.289|11.564|
+|occlusion|4.952|53.310|4.484|8.091|9.929|16.439|
+|blur|4.650|55.310|2.199|7.311|8.693|14.421|
+</details>
+    
+<details>
+  <summary> MERLRAV Dataset </summary>
+    
+|[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-merl-rav)](https://paperswithcode.com/sota/face-alignment-on-merl-rav?p=shape-preserving-facial-landmarks-with-graph)|NME_bbox|AUC_7|FR_7|NME_P90|NME_P95|NME_P99|
+|:--:|:--:|:--:|:--:|:--:|:--:|:--:|
+|full|1.509|78.474|0.052|2.163|2.468|3.456|
+|frontal|1.616|76.964|0.091|2.246|2.572|3.621|
+|half_profile|1.683|75.966|0.000|2.274|2.547|3.397|
+|profile|1.191|82.990|0.000|1.735|2.042|2.878|
+</details>
+
+<details>
+  <summary> 300W Private Dataset </summary>
+    
+|[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-300w-split-2)](https://paperswithcode.com/sota/face-alignment-on-300w-split-2?p=shape-preserving-facial-landmarks-with-graph)|NME_bbox|AUC_7|FR_7|NME_P90|NME_P95|NME_P99|
+|:--:|:--:|:--:|:--:|:--:|:--:|:--:|
+|full|2.031|71.011|0.167|2.788|3.078|3.838|
+|indoor|2.035|70.959|0.333|2.726|3.007|3.712|
+|outdoor|2.027|37.174|0.000|2.824|3.217|3.838|
+</details>
+
+<details>
+  <summary> COFW68 Dataset </summary>
+
+|[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-cofw-68)](https://paperswithcode.com/sota/face-alignment-on-cofw-68?p=shape-preserving-facial-landmarks-with-graph)|NME_bbox|AUC_7|FR_7|NME_P90|NME_P95|NME_P99|
+|:--:|:--:|:--:|:--:|:--:|:--:|:--:|
+|full|2.517|64.050|0.000|3.439|4.066|5.558|
+</details>
+
+<details>
+  <summary> 300W Public Dataset </summary>
+
+|[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/shape-preserving-facial-landmarks-with-graph/face-alignment-on-300w)](https://paperswithcode.com/sota/face-alignment-on-300w?p=shape-preserving-facial-landmarks-with-graph)|NME_ioc|AUC_8|FR_8|NME_P90|NME_P95|NME_P99|
+|:--:|:--:|:--:|:--:|:--:|:--:|:--:|
+|full|2.994|62.726|0.726|4.667|5.436|7.320|
+|common|2.587|44.201|0.000|3.710|4.083|5.215|
+|challenge|4.662|42.449|3.704|6.626|7.390|10.095|
+
+</details>
+
+
+## BibTeX Citation
+```
+@inproceedings{Prados-Torreblanca_2022_BMVC,
+  author    = {Andrés  Prados-Torreblanca and José M Buenaposada and Luis Baumela},
+  title     = {Shape Preserving Facial Landmarks with Graph Attention Networks},
+  booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London, UK, November 21-24, 2022},
+  publisher = {{BMVA} Press},
+  year      = {2022},
+  url       = {https://bmvc2022.mpi-inf.mpg.de/0155.pdf}
+}
+```
+
+
diff --git a/SPIGA/colab_tutorials/image_demo.ipynb b/SPIGA/colab_tutorials/image_demo.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..847f4fe6d0dcbdc79f09a691302c127254b7305b
--- /dev/null
+++ b/SPIGA/colab_tutorials/image_demo.ipynb
@@ -0,0 +1,197 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "authorship_tag": "ABX9TyO+yWmNPw3eBl9Z5zvQYH17"
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    },
+    "accelerator": "GPU",
+    "gpuClass": "standard"
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "source": [
+        "# SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks.\n",
+        "\n",
+        "[![Code](https://badgen.net/badge/github/spiga/black?a&icon=github&label)](https://github.com/andresprados/SPIGA)\n",
+        "[![Project Page](https://badgen.net/badge/color/Project%20Page/purple?icon=atom&label)](https://bmvc2022.mpi-inf.mpg.de/155/)\n",
+        "[![arXiv](https://img.shields.io/badge/arXiv-2210.07233-b31b1b.svg)](https://arxiv.org/abs/2210.07233)\n",
+        "[![PyPI version](https://badge.fury.io/py/spiga.svg)](https://badge.fury.io/py/spiga)\n",
+        "[![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](LICENSE)\n",
+        "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/andresprados/SPIGA/blob/main/colab_tutorials/image_demo.ipynb)\n",
+        "\n",
+        "**SPIGA is a face alignment and headpose estimator** that takes advantage of the complementary benefits from CNN and GNN architectures producing plausible face shapes in presence of strong appearance changes. "
+      ],
+      "metadata": {
+        "id": "zYVrcsnLp7D0"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## Image Inference Example:\n",
+        "SPIGA provides an inference framework that can be easily deployed \n",
+        "in third-party projects by adding a few lines of code.\n"
+      ],
+      "metadata": {
+        "id": "6VGcBElYwZQM"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "###Setup the repository and load image:"
+      ],
+      "metadata": {
+        "id": "Pxj4tBskykGV"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Clone and setup the repository\n",
+        "!git clone https://github.com/andresprados/SPIGA.git\n",
+        "%cd SPIGA/\n",
+        "!pip install -e ."
+      ],
+      "metadata": {
+        "id": "N6Mvu13ZBg92"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import cv2\n",
+        "import json\n",
+        "import numpy as np\n",
+        "from google.colab.patches import cv2_imshow\n",
+        "\n",
+        "# Load image and bbox\n",
+        "image = cv2.imread(\"/content/SPIGA/assets/colab/image_sportsfan.jpg\")\n",
+        "with open('/content/SPIGA/assets/colab/bbox_sportsfan.json') as jsonfile:\n",
+        "    bbox = json.load(jsonfile)['bbox']"
+      ],
+      "metadata": {
+        "id": "Lf0RwuFW9cSC"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "### Inference and visualization:"
+      ],
+      "metadata": {
+        "id": "E4u69_ssyxkY"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "from spiga.inference.config import ModelConfig\n",
+        "from spiga.inference.framework import SPIGAFramework\n",
+        "\n",
+        "# Process image\n",
+        "dataset = 'wflw'\n",
+        "processor = SPIGAFramework(ModelConfig(dataset))\n",
+        "features = processor.inference(image, [bbox])\n"
+      ],
+      "metadata": {
+        "id": "Mck9eHXKYUxd"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import copy\n",
+        "from spiga.demo.visualize.plotter import Plotter\n",
+        "\n",
+        "# Prepare variables\n",
+        "x0,y0,w,h = bbox\n",
+        "canvas = copy.deepcopy(image)\n",
+        "landmarks = np.array(features['landmarks'][0])\n",
+        "headpose = np.array(features['headpose'][0])\n",
+        "\n",
+        "# Plot features\n",
+        "plotter = Plotter()\n",
+        "canvas = plotter.landmarks.draw_landmarks(canvas, landmarks)\n",
+        "canvas = plotter.hpose.draw_headpose(canvas, [x0,y0,x0+w,y0+h], headpose[:3], headpose[3:], euler=True)\n",
+        "\n",
+        "# Show image results\n",
+        "(h, w) = canvas.shape[:2]\n",
+        "canvas = cv2.resize(canvas, (512, int(h*512/w)))\n",
+        "cv2_imshow(canvas)"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 401
+        },
+        "id": "I6o6piO-Dju_",
+        "outputId": "123db829-e9f6-4257-e6e3-ff9f4be8e18c"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "display_data",
+          "data": {
+            "text/plain": [
+              "<PIL.Image.Image image mode=RGB size=512x384 at 0x7F9F6824AD60>"
+            ],
+            "image/png": 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\n"
+          },
+          "metadata": {}
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "# Citation\n",
+        "If you like our work dont forget to cite us!\n",
+        "\n",
+        "```\n",
+        "@inproceedings{Prados-Torreblanca_2022_BMVC,\n",
+        "  author    = {Andrés  Prados-Torreblanca and José M Buenaposada and Luis Baumela},\n",
+        "  title     = {Shape Preserving Facial Landmarks with Graph Attention Networks},\n",
+        "  booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London, UK, November 21-24, 2022},\n",
+        "  publisher = {{BMVA} Press},\n",
+        "  year      = {2022},\n",
+        "  url       = {https://bmvc2022.mpi-inf.mpg.de/0155.pdf}\n",
+        "}\n",
+        "```"
+      ],
+      "metadata": {
+        "id": "QyWfeEzECTQg"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "# Related Notebooks\n",
+        "\n",
+        "Tutorials | Notebook |\n",
+        ":---| :---: |\n",
+        "Image Inference Example | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/andresprados/SPIGA/blob/main/colab_tutorials/image_demo.ipynb) |\n",
+        "Face Video Analyzer Demo | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/andresprados/SPIGA/blob/main/colab_tutorials/video_demo.ipynb) |"
+      ],
+      "metadata": {
+        "id": "9cEL-x2MEHrW"
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/SPIGA/colab_tutorials/video_demo.ipynb b/SPIGA/colab_tutorials/video_demo.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..d5c34e7ecf80035250f65d1336aeb7f374850887
--- /dev/null
+++ b/SPIGA/colab_tutorials/video_demo.ipynb
@@ -0,0 +1,215 @@
+{
+  "nbformat": 4,
+  "nbformat_minor": 0,
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "authorship_tag": "ABX9TyOF6rc4QkOxYUF0EKnbRAyL"
+    },
+    "kernelspec": {
+      "name": "python3",
+      "display_name": "Python 3"
+    },
+    "language_info": {
+      "name": "python"
+    },
+    "accelerator": "GPU",
+    "gpuClass": "standard"
+  },
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "source": [
+        "# SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks.\n",
+        "\n",
+        "[![Code](https://badgen.net/badge/github/spiga/black?a&icon=github&label)](https://github.com/andresprados/SPIGA)\n",
+        "[![Project Page](https://badgen.net/badge/color/Project%20Page/purple?icon=atom&label)](https://bmvc2022.mpi-inf.mpg.de/155/)\n",
+        "[![arXiv](https://img.shields.io/badge/arXiv-2210.07233-b31b1b.svg)](https://arxiv.org/abs/2210.07233)\n",
+        "[![PyPI version](https://badge.fury.io/py/spiga.svg)](https://badge.fury.io/py/spiga)\n",
+        "[![License](https://img.shields.io/badge/License-BSD%203--Clause-blue.svg)](LICENSE)\n",
+        "[![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/andresprados/SPIGA/blob/main/colab_tutorials/video_demo.ipynb)\n",
+        "\n",
+        "**SPIGA is a face alignment and headpose estimator** that takes advantage of the complementary benefits from CNN and GNN architectures producing plausible face shapes in presence of strong appearance changes. \n"
+      ],
+      "metadata": {
+        "id": "zYVrcsnLp7D0"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "## Video Analyzer Demo:\n",
+        "SPIGA provides a general framework for tracking, detecting and extracting features of human faces in images or videos."
+      ],
+      "metadata": {
+        "id": "6VGcBElYwZQM"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "###Setup the repository:\n"
+      ],
+      "metadata": {
+        "id": "Pxj4tBskykGV"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "# Clone and setup the repository\n",
+        "!git clone https://github.com/andresprados/SPIGA.git\n",
+        "%cd SPIGA/\n",
+        "!pip install -e .[demo]"
+      ],
+      "metadata": {
+        "id": "N6Mvu13ZBg92"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "### Record Webcam Video:"
+      ],
+      "metadata": {
+        "id": "E4u69_ssyxkY"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import colab_tutorials.video_tools.record as vid_util\n",
+        "\n",
+        "webcam_video_path = '/content/test.mp4'\n",
+        "vid_util.record_video(webcam_video_path)"
+      ],
+      "metadata": {
+        "id": "Mck9eHXKYUxd"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "### Process Video with SPIGA Framework:\n",
+        "\n"
+      ],
+      "metadata": {
+        "id": "JefR-lla9xEs"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import os\n",
+        "from spiga.demo.app import video_app\n",
+        "\n",
+        "# MP4 input path: Webcam recorded video or uploaded one.\n",
+        "# video_path = '/content/<path_to_your_video>'\n",
+        "video_path = webcam_video_path\n",
+        "output_path= '/content/output'  # Processed video storage\n",
+        "\n",
+        "# Process video\n",
+        "video_app(video_path,\n",
+        "          spiga_dataset='wflw',               # Choices=['wflw', '300wpublic', '300wprivate', 'merlrav']\n",
+        "          tracker='RetinaSort',               # Choices=['RetinaSort', 'RetinaSort_Res50']\n",
+        "          save=True,\n",
+        "          output_path=output_path,\n",
+        "          visualize=False,\n",
+        "          plot=['fps', 'face_id', 'landmarks', 'headpose'])\n",
+        "\n",
+        "\n",
+        "# Convert Opencv video to Colab readable format\n",
+        "video_name = video_path.split('/')[-1]\n",
+        "video_output_path = os.path.join(output_path, video_name)\n",
+        "video_colab_path = os.path.join(output_path, video_name[:-4]+'_colab.mp4')\n",
+        "!ffmpeg -i '{video_output_path}' '{video_colab_path}'"
+      ],
+      "metadata": {
+        "id": "wffMRr2T8Yvk"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "### Results Visualization:"
+      ],
+      "metadata": {
+        "id": "v0k3qZ3YDlEw"
+      }
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "import colab_tutorials.video_tools.record as vid_util\n",
+        "\n",
+        "# Display video\n",
+        "vid_util.show_video(video_colab_path)"
+      ],
+      "metadata": {
+        "colab": {
+          "base_uri": "https://localhost:8080/",
+          "height": 471
+        },
+        "id": "I6o6piO-Dju_",
+        "outputId": "6f520b13-c6e7-4abe-8660-51d32f66524a"
+      },
+      "execution_count": null,
+      "outputs": [
+        {
+          "output_type": "execute_result",
+          "data": {
+            "text/plain": [
+              "<IPython.core.display.HTML object>"
+            ],
+            "text/html": [
+              "<video width=600 controls><source 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+            ]
+          },
+          "metadata": {},
+          "execution_count": 10
+        }
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "# Citation\n",
+        "If you like our work dont forget to cite us!\n",
+        "\n",
+        "```\n",
+        "@inproceedings{Prados-Torreblanca_2022_BMVC,\n",
+        "  author    = {Andrés  Prados-Torreblanca and José M Buenaposada and Luis Baumela},\n",
+        "  title     = {Shape Preserving Facial Landmarks with Graph Attention Networks},\n",
+        "  booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London, UK, November 21-24, 2022},\n",
+        "  publisher = {{BMVA} Press},\n",
+        "  year      = {2022},\n",
+        "  url       = {https://bmvc2022.mpi-inf.mpg.de/0155.pdf}\n",
+        "}\n",
+        "```"
+      ],
+      "metadata": {
+        "id": "ZvuQLJPDGejs"
+      }
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "# Related Notebooks\n",
+        "\n",
+        "Tutorials | Notebook |\n",
+        ":---| :---: |\n",
+        "Image Inference Example | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/andresprados/SPIGA/blob/main/colab_tutorials/image_demo.ipynb) |\n",
+        "Face Video Analyzer Demo | [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/andresprados/SPIGA/blob/main/colab_tutorials/video_demo.ipynb) |"
+      ],
+      "metadata": {
+        "id": "aQ_G5unzGmto"
+      }
+    }
+  ]
+}
\ No newline at end of file
diff --git a/SPIGA/colab_tutorials/video_tools/record.py b/SPIGA/colab_tutorials/video_tools/record.py
new file mode 100644
index 0000000000000000000000000000000000000000..c5a0168c201fb2867d6d08fc850fd9ccef7f46b7
--- /dev/null
+++ b/SPIGA/colab_tutorials/video_tools/record.py
@@ -0,0 +1,78 @@
+from IPython.display import display, Javascript, HTML
+from google.colab.output import eval_js
+from base64 import b64decode, b64encode
+
+
+def record_video(filename):
+    js = Javascript("""
+    async function recordVideo() {
+      const options = { mimeType: "video/webm; codecs=vp9" };
+      const div = document.createElement('div');
+      const capture = document.createElement('button');
+      const stopCapture = document.createElement("button");
+
+      capture.textContent = "Start Recording";
+      capture.style.background = "orange";
+      capture.style.color = "white";
+
+      stopCapture.textContent = "Stop Recording";
+      stopCapture.style.background = "red";
+      stopCapture.style.color = "white";
+      div.appendChild(capture);
+
+      const video = document.createElement('video');
+      const recordingVid = document.createElement("video");
+      video.style.display = 'block';
+
+      const stream = await navigator.mediaDevices.getUserMedia({audio:true, video: true});
+
+      let recorder = new MediaRecorder(stream, options);
+      document.body.appendChild(div);
+      div.appendChild(video);
+
+      video.srcObject = stream;
+      video.muted = true;
+
+      await video.play();
+
+      google.colab.output.setIframeHeight(document.documentElement.scrollHeight, true);
+
+      await new Promise((resolve) => {
+        capture.onclick = resolve;
+      });
+      recorder.start();
+      capture.replaceWith(stopCapture);
+
+      await new Promise((resolve) => stopCapture.onclick = resolve);
+      recorder.stop();
+      let recData = await new Promise((resolve) => recorder.ondataavailable = resolve);
+      let arrBuff = await recData.data.arrayBuffer();
+
+      // stop the stream and remove the video element
+      stream.getVideoTracks()[0].stop();
+      div.remove();
+
+      let binaryString = "";
+      let bytes = new Uint8Array(arrBuff);
+      bytes.forEach((byte) => {
+        binaryString += String.fromCharCode(byte);
+      })
+    return btoa(binaryString);
+    }
+  """)
+    try:
+        display(js)
+        data = eval_js('recordVideo({})')
+        binary = b64decode(data)
+        with open(filename, "wb") as video_file:
+            video_file.write(binary)
+        print(f"Finished recording video at:{filename}")
+    except Exception as err:
+        print(str(err))
+
+
+def show_video(video_path, video_width=600):
+    video_file = open(video_path, "r+b").read()
+
+    video_url = f"data:video/mp4;base64,{b64encode(video_file).decode()}"
+    return HTML(f"""<video width={video_width} controls><source src="{video_url}"></video>""")
\ No newline at end of file
diff --git a/SPIGA/colab_tutorials/video_tools/utils.py b/SPIGA/colab_tutorials/video_tools/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..924bccf06cd0db5b14024b45828c4448a6fce823
--- /dev/null
+++ b/SPIGA/colab_tutorials/video_tools/utils.py
@@ -0,0 +1,52 @@
+import numpy as np
+import PIL
+import io
+import cv2
+from base64 import b64decode, b64encode
+
+
+def js_to_image(js_reply):
+    """
+    Convert the JavaScript object into an OpenCV image.
+
+    @param js_reply: JavaScript object containing image from webcam
+    @return img: OpenCV BGR image
+    """
+    # decode base64 image
+    image_bytes = b64decode(js_reply.split(',')[1])
+    # convert bytes to numpy array
+    jpg_as_np = np.frombuffer(image_bytes, dtype=np.uint8)
+    # decode numpy array into OpenCV BGR image
+    img = cv2.imdecode(jpg_as_np, flags=1)
+
+    return img
+
+
+def bbox_to_bytes(bbox_array):
+    """
+    Convert OpenCV Rectangle bounding box image into base64 byte string to be overlayed on video stream.
+
+    @param bbox_array: Numpy array (pixels) containing rectangle to overlay on video stream.
+    @return bbox_bytes: Base64 image byte string
+    """
+    # convert array into PIL image
+    bbox_PIL = PIL.Image.fromarray(bbox_array, 'RGBA')
+    iobuf = io.BytesIO()
+    # format bbox into png for return
+    bbox_PIL.save(iobuf, format='png')
+    # format return string
+    bbox_bytes = 'data:image/png;base64,{}'.format((str(b64encode(iobuf.getvalue()), 'utf-8')))
+    return bbox_bytes
+
+
+def image_to_bytes(image):
+    """
+    Convert OpenCV image into base64 byte string to be overlayed on video stream.
+
+    @param image: Input image.
+    @return img_bytes: Base64 image byte string.
+    """
+    ret, buffer = cv2.imencode('.jpg', image)
+    jpg_as_text = b64encode(buffer).decode('utf-8')
+    img_bytes = f'data:image/jpeg;base64,{jpg_as_text}'
+    return img_bytes
\ No newline at end of file
diff --git a/SPIGA/pyproject.toml b/SPIGA/pyproject.toml
new file mode 100644
index 0000000000000000000000000000000000000000..2a84a692b49a5c2e16d71982286cf10c3aa68d37
--- /dev/null
+++ b/SPIGA/pyproject.toml
@@ -0,0 +1,7 @@
+[build-system]
+requires = [
+    "setuptools>=64.0.0",
+    "wheel",
+]
+build-backend = "setuptools.build_meta"
+
diff --git a/SPIGA/requirements.txt b/SPIGA/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d0e7619772f6dfb478db12e3048565bbdd4d251d
--- /dev/null
+++ b/SPIGA/requirements.txt
@@ -0,0 +1,9 @@
+matplotlib>=3.2.1
+numpy>=1.18.2
+opencv-python-headless
+Pillow>=7.0.0
+torch>=1.4.0
+torchvision>=0.5.0
+torchaudio
+scipy
+scikit-learn
diff --git a/SPIGA/setup.cfg b/SPIGA/setup.cfg
new file mode 100644
index 0000000000000000000000000000000000000000..d5cd0f1c07c21389776337c61f5b5772c4cad950
--- /dev/null
+++ b/SPIGA/setup.cfg
@@ -0,0 +1,74 @@
+# Configuration of the Python project
+
+# Configure setup.py
+[metadata]
+name = spiga
+version = 0.0.6
+author = Andres Prados Torreblanca
+author_email = andresprator@gmail.com
+description = SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks
+long_description = file: README.md
+long_description_content_type= text/markdown
+license = BSD-3-Clause
+license_files = LICENSE
+url = https://github.com/andresprados/SPIGA
+project_urls =
+    Homepage =  https://bmvc2022.mpi-inf.mpg.de/155/
+    SPIGA Paper = https://bmvc2022.mpi-inf.mpg.de/0155.pdf
+    Bug Tracker = https://github.com/andresprados/SPIGA/issues
+keywords =
+    Computer Vision
+    Face Alignment
+    Head Pose Estimation
+    Pytorch
+    CNN
+    GNN
+    BMVC2022
+    WFLW
+    300W
+    Merlrav
+    COFW
+
+classifiers =
+        Development Status :: 4 - Beta
+        Intended Audience :: Developers
+        Intended Audience :: Science/Research
+        Intended Audience :: Education
+        Operating System :: OS Independent
+        Environment :: GPU
+        Environment :: Console
+        Programming Language :: Python :: 3
+        Programming Language :: Python :: 3.7
+        Programming Language :: Python :: 3.8
+        Programming Language :: Python :: 3.9
+        Programming Language :: Python :: 3.10
+        Topic :: Scientific/Engineering :: Artificial Intelligence
+        Topic :: Scientific/Engineering :: Image Processing
+        Topic :: Software Development :: Libraries
+        Topic :: Software Development :: Libraries :: Python Modules
+
+
+[options]
+packages = find:
+include_package_data = True
+python_requires = >= 3.6
+install_requires =
+    matplotlib>=3.2.1
+    numpy>=1.18.2
+    opencv-python>=4.2.0.32
+    Pillow>=7.0.0
+    torch>=1.4.0
+    torchvision>=0.5.0
+    torchaudio
+    scipy
+    scikit-learn
+
+[options.extras_require]
+demo =
+    retinaface-py>=0.0.2
+    sort-tracker-py>= 1.0.2
+
+[options.packages.find]
+exclude =
+    spiga.eval.results*
+    colab_tutorials*
diff --git a/SPIGA/spiga/__init__.py b/SPIGA/spiga/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/data/__init__.py b/SPIGA/spiga/data/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/data/annotations/300wprivate/db_info.json b/SPIGA/spiga/data/annotations/300wprivate/db_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..491cb6e0549e628a7fb951375d1af6293d42751a
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/300wprivate/db_info.json
@@ -0,0 +1,98 @@
+{
+  "norm":
+  {
+      "lnd_bbox": 7,
+      "corners": 8,
+      "pupils": 8,
+      "bbox": 7,
+      "height": 4
+    },
+
+  "ldm_ids": [101, 102, 103, 104, 105, 106, 107, 108, 24, 110, 111, 112,
+                       113, 114, 115, 116, 117, 1, 119, 2, 121, 3, 4, 124, 5, 126,
+                       6, 128, 129, 130, 17, 16, 133, 134, 135, 18, 7, 138, 139, 8,
+                       141, 142, 11, 144, 145, 12, 147, 148, 20, 150, 151, 22, 153,
+                       154, 21, 156, 157, 23, 159, 160, 161, 162, 163, 164, 165, 166,
+                       167, 168],
+
+  "ldm_flip_order": [16, 15, 14, 13, 12, 11, 10, 9, 8, 7, 6, 5, 4, 3, 2,
+                              1, 0, 26, 25, 24, 23, 22, 21, 20, 19, 18, 17, 27,
+                              28, 29, 30, 35, 34, 33, 32, 31, 45, 44, 43, 42, 47,
+                              46, 39, 38, 37, 36, 41, 40, 54, 53, 52, 51, 50, 49,
+                              48, 59, 58, 57, 56, 55, 64, 63, 62, 61, 60, 67, 66,
+                              65],
+  "test_subsets":
+    {
+      "indoor": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299],
+      "outdoor": [300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552, 553, 554, 555, 556, 557, 558, 559, 560, 561, 562, 563, 564, 565, 566, 567, 568, 569, 570, 571, 572, 573, 574, 575, 576, 577, 578, 579, 580, 581, 582, 583, 584, 585, 586, 587, 588, 589, 590, 591, 592, 593, 594, 595, 596, 597, 598, 599]
+    },
+
+  "ldm_edges_matrix": [ [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0],
+                        [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0]]
+}
\ No newline at end of file
diff --git a/SPIGA/spiga/data/annotations/300wprivate/test.json b/SPIGA/spiga/data/annotations/300wprivate/test.json
new file mode 100644
index 0000000000000000000000000000000000000000..f8bc26b7de1c55a9e05f1da7a941a867efe80b6e
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/300wprivate/test.json
@@ -0,0 +1 @@
+[{"imgpath": "images/private/indoor/indoor_005.png", "bbox": [173.0, 106.0, 312.588, 315.651], "headpose": [-10.903350865030632, 4.784200654098975, 1.632862713981666, -0.25190412006416185, -0.10219349132656348, 2.8304638300455984], "ids": [101, 102, 103, 104, 105, 106, 107, 108, 24, 110, 111, 112, 113, 114, 115, 116, 117, 1, 119, 2, 121, 3, 4, 124, 5, 126, 6, 128, 129, 130, 17, 16, 133, 134, 135, 18, 7, 138, 139, 8, 141, 142, 11, 144, 145, 12, 147, 148, 20, 150, 151, 22, 153, 154, 21, 156, 157, 23, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168], "landmarks": [[180.512, 174.594], [173.0, 213.573], [173.211, 252.35], [178.739, 292.299], [187.512, 332.153], [202.746, 368.576], [227.2, 399.28], [252.713, 415.686], [282.375, 420.84], [319.048, 421.651], [363.738, 410.129], [405.135, 388.114], [440.668, 360.569], [465.956, 318.628], [480.079, 275.105], [481.849, 216.109], [485.588, 170.302], [180.989, 129.301], [194.652, 111.354], [215.469, 106.0], [243.293, 108.446], [270.226, 117.84], [303.226, 114.679], [335.372, 111.914], [363.182, 111.594], [388.444, 116.725], [414.961, 126.227], [279.685, 147.613], [272.75, 171.723], [262.818, 197.003], [254.754, 222.477], [235.724, 252.882], [249.085, 263.684], [267.138, 270.111], [289.434, 265.913], [309.453, 260.713], [197.328, 160.764], [211.296, 148.33], [233.679, 148.9], [255.417, 159.822], [234.391, 166.653], [212.446, 169.866], [333.71, 164.384], [353.748, 148.857], [377.079, 149.706], [396.907, 161.632], [377.239, 168.081], [354.423, 167.553], [225.917, 324.743], [237.228, 313.782], [249.145, 304.875], [266.99, 311.136], [283.137, 308.571], [309.767, 315.484], [348.144, 324.426], [310.938, 338.346], [284.282, 343.384], [267.454, 343.031], [253.302, 339.341], [240.021, 334.039], [233.594, 322.062], [250.956, 319.802], [266.717, 322.937], [283.129, 321.246], [337.323, 324.87], [283.129, 321.246], [266.717, 322.937], [250.956, 319.802]], "visible": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}, {"imgpath": "images/private/indoor/indoor_129.png", "bbox": [373.0, 331.0, 852.136, 925.115], "headpose": [22.637842445126992, 8.45133656823501, -3.8890941386678293, 0.350760728908161, -0.16399416031514616, 3.019041920358202], "ids": [101, 102, 103, 104, 105, 106, 107, 108, 24, 110, 111, 112, 113, 114, 115, 116, 117, 1, 119, 2, 121, 3, 4, 124, 5, 126, 6, 128, 129, 130, 17, 16, 133, 134, 135, 18, 7, 138, 139, 8, 141, 142, 11, 144, 145, 12, 147, 148, 20, 150, 151, 22, 153, 154, 21, 156, 157, 23, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168], "landmarks": [[373.0, 586.262], [385.137, 709.246], [411.436, 845.911], [461.598, 964.679], [529.29, 1060.507], [620.878, 1127.865], [726.507, 1193.711], [844.932, 1240.022], [958.328, 1256.115], [1065.516, 1255.171], [1134.591, 1190.361], [1172.092, 1092.007], [1206.17, 979.031], [1222.189, 881.811], [1219.981, 770.413], [1225.136, 670.925], [1205.917, 567.237], [565.141, 406.206], [639.679, 347.973], [736.963, 331.0], [831.762, 352.456], [905.198, 387.644], [1018.816, 389.927], [1065.286, 363.877], [1124.358, 354.261], [1174.847, 372.247], [1203.025, 412.692], [985.455, 464.757], [1018.091, 530.589], [1045.252, 583.938], [1074.307, 642.156], [891.763, 724.603], [966.734, 741.952], [1046.478, 759.351], [1096.951, 727.963], [1115.166, 705.321], [663.898, 488.984], [716.859, 464.476], [787.136, 466.316], [848.629, 486.581], [789.487, 491.77], [716.984, 495.965], [1000.164, 488.264], [1034.103, 473.471], [1095.351, 474.708], [1134.984, 503.365], [1094.231, 510.371], [1035.828, 507.066], [775.562, 920.452], [865.427, 831.362], [954.941, 816.708], [1014.473, 821.073], [1073.386, 815.492], [1104.808, 829.832], [1131.086, 887.061], [1125.297, 996.506], [1071.213, 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diff --git a/SPIGA/spiga/data/annotations/300wpublic/db_info.json b/SPIGA/spiga/data/annotations/300wpublic/db_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fb06887002f3de82b2b0561169e5187ef45ce44
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/300wpublic/db_info.json
@@ -0,0 +1,98 @@
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diff --git a/SPIGA/spiga/data/annotations/300wpublic/test.json b/SPIGA/spiga/data/annotations/300wpublic/test.json
new file mode 100644
index 0000000000000000000000000000000000000000..285931ed34755e38bc2641a5f50db78d4c575516
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+++ b/SPIGA/spiga/data/annotations/300wpublic/test.json
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new file mode 100644
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diff --git a/SPIGA/spiga/data/annotations/cofw68/db_info.json b/SPIGA/spiga/data/annotations/cofw68/db_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..8dfacd45532e60606235e2eb665b85f9150d07b3
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/cofw68/db_info.json
@@ -0,0 +1,92 @@
+{
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\ No newline at end of file
diff --git a/SPIGA/spiga/data/annotations/cofw68/test.json b/SPIGA/spiga/data/annotations/cofw68/test.json
new file mode 100644
index 0000000000000000000000000000000000000000..1e2a1adb93f147367429566aaf484a44ab8ce636
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/cofw68/test.json
@@ -0,0 +1 @@
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diff --git a/SPIGA/spiga/data/annotations/merlrav/db_info.json b/SPIGA/spiga/data/annotations/merlrav/db_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..ff797f4dbabaff0e2b957557dc89b65d6c202d6b
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/merlrav/db_info.json
@@ -0,0 +1,99 @@
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+}
\ No newline at end of file
diff --git a/SPIGA/spiga/data/annotations/merlrav/test.json b/SPIGA/spiga/data/annotations/merlrav/test.json
new file mode 100644
index 0000000000000000000000000000000000000000..26d627957734ae99ad43c3fba290d23ac933066f
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/merlrav/test.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd1e358a29f95f869fa5fd09cb37c335a2220b5b478565459221921540aeb236
+size 11312227
diff --git a/SPIGA/spiga/data/annotations/merlrav/train.json b/SPIGA/spiga/data/annotations/merlrav/train.json
new file mode 100644
index 0000000000000000000000000000000000000000..df943ed607c514a8389f2225a030e4be23d1fe18
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/merlrav/train.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e8bfb36c27776d8386dfbee682af65332b1dad03faaedb9533b6b39acb230e9
+size 43323888
diff --git a/SPIGA/spiga/data/annotations/wflw/db_info.json b/SPIGA/spiga/data/annotations/wflw/db_info.json
new file mode 100644
index 0000000000000000000000000000000000000000..30a8f4b1d313a533572d2ffeb04fbc863e89ca0f
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/wflw/db_info.json
@@ -0,0 +1,288 @@
+{
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+    {
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+      "pupils": 8
+    },
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+  "test_subsets":
+  {
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diff --git a/SPIGA/spiga/data/annotations/wflw/test.json b/SPIGA/spiga/data/annotations/wflw/test.json
new file mode 100644
index 0000000000000000000000000000000000000000..44e045c2f1daaabe81255c6f54e3f3290d297919
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/wflw/test.json
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\ No newline at end of file
diff --git a/SPIGA/spiga/data/annotations/wflw/train.json b/SPIGA/spiga/data/annotations/wflw/train.json
new file mode 100644
index 0000000000000000000000000000000000000000..0e156062bd61dbd879355517ecb9fd05ffd4179c
--- /dev/null
+++ b/SPIGA/spiga/data/annotations/wflw/train.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95dcb0a2479e759da5e7051ad5c62eae90af3987614cfb0731802139f24e210a
+size 28374603
diff --git a/SPIGA/spiga/data/loaders/__init__.py b/SPIGA/spiga/data/loaders/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/data/loaders/alignments.py b/SPIGA/spiga/data/loaders/alignments.py
new file mode 100644
index 0000000000000000000000000000000000000000..9467ec9308475e876346efe199e1973eb154cd88
--- /dev/null
+++ b/SPIGA/spiga/data/loaders/alignments.py
@@ -0,0 +1,158 @@
+import os
+import json
+import cv2
+import numpy as np
+from PIL import Image
+from torch.utils.data import Dataset
+from torchvision import transforms
+
+from spiga.data.loaders.transforms import get_transformers
+
+
+class AlignmentsDataset(Dataset):
+    '''Loads datasets of images with landmarks and bounding boxes.
+    '''
+
+    def __init__(self,
+                 database,
+                 json_file,
+                 images_dir,
+                 image_size=(128, 128),
+                 transform=None,
+                 indices=None,
+                 debug=False):
+        """
+
+        :param database: class DatabaseStruct containing all the specifics of the database
+
+        :param json_file: path to the json file which contains the names of the images, landmarks, bounding boxes, etc
+
+        :param images_dir: path of the directory containing the images.
+
+        :param image_size: tuple like e.g. (128, 128)
+
+        :param transform: composition of transformations that will be applied to the samples.
+
+        :param debug_mode: bool if True, loads a very reduced_version of the dataset for debugging purposes.
+
+        :param indices: If it is a list of indices, allows to work with the subset of
+                        items specified by the list. If it is None, the whole set is used.
+        """
+
+        self.database = database
+        self.images_dir = images_dir
+        self.transform = transform
+        self.image_size = image_size
+        self.indices = indices
+        self._imgs_dict = None
+        self.debug = debug
+
+        with open(json_file) as jsonfile:
+            self.data = json.load(jsonfile)
+
+    def __len__(self):
+        '''Returns the length of the dataset
+        '''
+        if self.indices is None:
+            return len(self.data)
+        else:
+            return len(self.indices)
+
+    def __getitem__(self, sample_idx):
+        '''Returns sample of the dataset of index idx'''
+
+        # To allow work with a subset
+        if self.indices is not None:
+            sample_idx = self.indices[sample_idx]
+
+        # Load sample image
+        img_name = os.path.join(self.images_dir, self.data[sample_idx]['imgpath'])
+        if not self._imgs_dict:
+            image_cv = cv2.imread(img_name)
+        else:
+            image_cv = self._imgs_dict[sample_idx]
+
+        # Some images are B&W. We make sure that any image has three channels.
+        if len(image_cv.shape) == 2:
+            image_cv = np.repeat(image_cv[:, :, np.newaxis], 3, axis=-1)
+
+        # Some images have alpha channel
+        image_cv = image_cv[:, :, :3]
+
+        image_cv = cv2.cvtColor(image_cv, cv2.COLOR_BGR2RGB)
+        image = Image.fromarray(image_cv)
+
+        # Load sample anns
+        ids = np.array(self.data[sample_idx]['ids'])
+        landmarks = np.array(self.data[sample_idx]['landmarks'])
+        bbox = np.array(self.data[sample_idx]['bbox'])
+        vis = np.array(self.data[sample_idx]['visible'])
+        headpose = self.data[sample_idx]['headpose']
+
+        # Generate bbox if need it
+        if bbox is None:
+            # Compute bbox using landmarks
+            aux = landmarks[vis == 1.0]
+            bbox = np.zeros(4)
+            bbox[0] = min(aux[:, 0])
+            bbox[1] = min(aux[:, 1])
+            bbox[2] = max(aux[:, 0]) - bbox[0]
+            bbox[3] = max(aux[:, 1]) - bbox[1]
+
+        # Clean and mask landmarks
+        mask_ldm = np.ones(self.database.num_landmarks)
+        if not self.database.ldm_ids == ids.tolist():
+            new_ldm = np.zeros((self.database.num_landmarks, 2))
+            new_vis = np.zeros(self.database.num_landmarks)
+            xyv = np.hstack((landmarks, vis[np.newaxis,:].T))
+            ids_dict = dict(zip(ids.astype(int).astype(str), xyv))
+
+            for pos, identifier in enumerate(self.database.ldm_ids):
+                if str(identifier) in ids_dict:
+                    x, y, v = ids_dict[str(identifier)]
+                    new_ldm[pos] = [x,y]
+                    new_vis[pos] = v
+                else:
+                    mask_ldm[pos] = 0
+            landmarks = new_ldm
+            vis = new_vis
+
+        sample = {'image': image,
+                  'sample_idx': sample_idx,
+                  'imgpath': img_name,
+                  'ids_ldm': np.array(self.database.ldm_ids),
+                  'bbox': bbox,
+                  'bbox_raw': bbox,
+                  'landmarks': landmarks,
+                  'visible': vis.astype(np.float64),
+                  'mask_ldm': mask_ldm,
+                  'imgpath_local': self.data[sample_idx]['imgpath'],
+                  }
+
+        if self.debug:
+            sample['landmarks_ori'] = landmarks
+            sample['visible_ori'] = vis.astype(np.float64)
+            sample['mask_ldm_ori'] = mask_ldm
+            if headpose is not None:
+                sample['headpose_ori'] = np.array(headpose)
+
+        if self.transform:
+            sample = self.transform(sample)
+
+        return sample
+
+
+def get_dataset(data_config, pretreat=None, debug=False):
+
+    augmentors = get_transformers(data_config)
+    if pretreat is not None:
+        augmentors.append(pretreat)
+
+    dataset = AlignmentsDataset(data_config.database,
+                                data_config.anns_file,
+                                data_config.image_dir,
+                                image_size=data_config.image_size,
+                                transform=transforms.Compose(augmentors),
+                                indices=data_config.ids,
+                                debug=debug)
+    return dataset
diff --git a/SPIGA/spiga/data/loaders/augmentors/__init__.py b/SPIGA/spiga/data/loaders/augmentors/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/data/loaders/augmentors/boundary.py b/SPIGA/spiga/data/loaders/augmentors/boundary.py
new file mode 100644
index 0000000000000000000000000000000000000000..8c10ec7f13c8ac12c68114ddd7b1e4b25a545689
--- /dev/null
+++ b/SPIGA/spiga/data/loaders/augmentors/boundary.py
@@ -0,0 +1,122 @@
+import numpy as np
+from scipy import interpolate
+import cv2
+
+
+class AddBoundary(object):
+    def __init__(self, num_landmarks=68, map_size=64, sigma=1, min_dpi=64):
+        self.num_landmarks = num_landmarks
+        self.sigma = sigma
+
+        if isinstance(map_size, (tuple, list)):
+            self.width = map_size[0]
+            self.height = map_size[1]
+        else:
+            self.width = map_size
+            self.height = map_size
+
+        if max(map_size) > min_dpi:
+            self.dpi = max(map_size)
+        else:
+            self.dpi = min_dpi
+
+        self.fig_size =[self.height/self.dpi, self.width/self.dpi]
+
+    def __call__(self, sample):
+        landmarks = sample['landmarks_float']
+        mask_lnd = sample['mask_ldm_float']
+        boundaries = self.get_dataset_boundaries(landmarks, mask_lnd)
+        functions = {}
+
+        for key, points in boundaries.items():
+            if len(points) != 0:
+                temp = points[0]
+                new_points = points[0:1, :]
+                for point in points[1:]:
+                    if point[0] == temp[0] and point[1] == temp[1]:
+                        continue
+                    else:
+                        new_points = np.concatenate((new_points, np.expand_dims(point, 0)), axis=0)
+                        temp = point
+
+                points = new_points
+                if points.shape[0] == 1:
+                    points = np.concatenate((points, points+0.001), axis=0)
+                k = min(4, points.shape[0])
+                functions[key] = interpolate.splprep([points[:, 0], points[:, 1]], k=k-1,s=0)
+
+        boundary_maps = np.zeros((len(boundaries), self.height, self.width))
+        for i_map, key in enumerate(functions.keys()):
+            boundary_map = np.zeros((self.height, self.width))
+            xnew = np.arange(0, 1, 1/self.dpi)
+            out = interpolate.splev(xnew, functions[key][0], der=0)
+
+            out = np.round(out).astype(int).transpose()
+            out = out[out[:, 0] < self.height]
+            out = out[out[:, 1] < self.width]
+            boundary_map[out[:,1], out[:,0]]= 255
+
+            # Smooth
+            sigma = self.sigma
+            temp = 255 - boundary_map.astype(np.uint8)
+            temp = cv2.distanceTransform(temp, cv2.DIST_L2, cv2.DIST_MASK_PRECISE)
+            temp = temp.astype(np.float32)
+            temp = np.where(temp < 3*sigma, np.exp(-(temp*temp)/(2*sigma*sigma)), 0 )
+            boundary_maps[i_map] = temp
+
+        sample['boundary'] = boundary_maps
+        return sample
+
+    def get_dataset_boundaries(self, landmarks, mask_lnd):
+        boundaries = {}
+        if self.num_landmarks == 68:
+            cheek = landmarks[0:17]
+            boundaries['cheek'] = cheek[mask_lnd[0:17] > 0]
+            left_eyebrow = landmarks[17:22]
+            boundaries['left_eyebrow'] = left_eyebrow[mask_lnd[17:22] > 0]
+            right_eyebrow = landmarks[22:27]
+            boundaries['right_eyebrow'] = right_eyebrow[mask_lnd[22:27] > 0]
+            nose = landmarks[27:31]
+            boundaries['nose'] = nose[mask_lnd[27:31] > 0]
+            nose_bot = landmarks[31:36]
+            boundaries['nose_bot'] = nose_bot[mask_lnd[31:36] > 0]
+            uper_left_eyelid = landmarks[36:40]
+            boundaries['upper_left_eyelid'] = uper_left_eyelid[mask_lnd[36:40] > 0]
+            lower_left_eyelid = np.array([landmarks[i] for i in [36, 41, 40, 39]])
+            lower_left_eyelid_mask = np.array([mask_lnd[i] for i in [36, 41, 40, 39]])
+            boundaries['lower_left_eyelid'] = lower_left_eyelid[lower_left_eyelid_mask > 0]
+            upper_right_eyelid = landmarks[42:46]
+            boundaries['upper_right_eyelid'] = upper_right_eyelid[mask_lnd[42:46] > 0]
+            lower_right_eyelid = np.array([landmarks[i] for i in [42, 47, 46, 45]])
+            lower_right_eyelid_mask = np.array([mask_lnd[i] for i in [42, 47, 46, 45]])
+            boundaries['lower_right_eyelid'] = lower_right_eyelid[lower_right_eyelid_mask > 0]
+            upper_outer_lip = landmarks[48:55]
+            boundaries['upper_outer_lip'] = upper_outer_lip[mask_lnd[48:55] > 0]
+            lower_outer_lip = np.array([landmarks[i] for i in [48, 59, 58, 57, 56, 55, 54]])
+            lower_outer_lip_mask = np.array([mask_lnd[i] for i in [48, 59, 58, 57, 56, 55, 54]])
+            boundaries['lower_outer_lip'] = lower_outer_lip[lower_outer_lip_mask > 0]
+            upper_inner_lip = np.array([landmarks[i] for i in [60, 61, 62, 63, 64]])
+            upper_inner_lip_mask = np.array([mask_lnd[i] for i in [60, 61, 62, 63, 64]])
+            boundaries['upper_inner_lip'] = upper_inner_lip[upper_inner_lip_mask > 0]
+            lower_inner_lip = np.array([landmarks[i] for i in [60, 67, 66, 65, 64]])
+            lower_inner_lip_mask = np.array([mask_lnd[i] for i in [60, 67, 66, 65, 64]])
+            boundaries['lower_inner_lip'] = lower_inner_lip[lower_inner_lip_mask > 0]
+            
+        elif self.num_landmarks == 98:
+            boundaries['cheek'] = landmarks[0:33]
+            boundaries['upper_left_eyebrow'] = landmarks[33:38]
+            boundaries['lower_left_eyebrow'] = np.array([landmarks[i] for i in [33, 41, 40, 39, 38]])
+            boundaries['upper_right_eyebrow'] = landmarks[42:47]
+            boundaries['lower_right_eyebrow'] = landmarks[46:51]
+            boundaries['nose'] = landmarks[51:55]
+            boundaries['nose_bot'] = landmarks[55:60]
+            boundaries['upper_left_eyelid'] = landmarks[60:65]
+            boundaries['lower_left_eyelid'] = np.array([landmarks[i] for i in [60, 67, 66, 65, 64]])
+            boundaries['upper_right_eyelid'] = landmarks[68:73]
+            boundaries['lower_right_eyelid'] = np.array([landmarks[i] for i in [68, 75, 74, 73, 72]])
+            boundaries['upper_outer_lip'] = landmarks[76:83]
+            boundaries['lower_outer_lip'] = np.array([landmarks[i] for i in [76, 87, 86, 85, 84, 83, 82]])
+            boundaries['upper_inner_lip'] = np.array([landmarks[i] for i in [88, 89, 90, 91, 92]])
+            boundaries['lower_inner_lip'] = np.array([landmarks[i] for i in [88, 95, 94, 93, 92]])
+            
+        return boundaries
diff --git a/SPIGA/spiga/data/loaders/augmentors/heatmaps.py b/SPIGA/spiga/data/loaders/augmentors/heatmaps.py
new file mode 100644
index 0000000000000000000000000000000000000000..3cc3ede432e5ca3ad2d0fd8a5972426bf59e9c16
--- /dev/null
+++ b/SPIGA/spiga/data/loaders/augmentors/heatmaps.py
@@ -0,0 +1,39 @@
+import numpy as np
+
+
+class Heatmaps:
+
+    def __init__(self, num_maps, map_size, sigma, stride=1, norm=True):
+        self.num_maps = num_maps
+        self.sigma = sigma
+        self.double_sigma_pw2 = 2*sigma*sigma
+        self.doublepi_sigma_pw2 = self.double_sigma_pw2 * np.pi
+        self.stride = stride
+        self.norm = norm
+
+        if isinstance(map_size, (tuple, list)):
+            self.width = map_size[0]
+            self.height = map_size[1]
+        else:
+            self.width = map_size
+            self.height = map_size
+
+        grid_x = np.arange(self.width) * stride + stride / 2 - 0.5
+        self.grid_x = np.repeat(grid_x.reshape(1, self.width), self.num_maps, axis=0)
+        grid_y = np.arange(self.height) * stride + stride / 2 - 0.5
+        self.grid_y = np.repeat(grid_y.reshape(1, self.height), self.num_maps, axis=0)
+
+    def __call__(self, sample):
+        landmarks = sample['landmarks']
+        landmarks = landmarks[-self.num_maps:]
+
+        # Heatmap generation
+        exp_x = np.exp(-(self.grid_x - landmarks[:, 0].reshape(-1, 1)) ** 2 / self.double_sigma_pw2)
+        exp_y = np.exp(-(self.grid_y - landmarks[:, 1].reshape(-1, 1)) ** 2 / self.double_sigma_pw2)
+        heatmaps = np.matmul(exp_y.reshape(self.num_maps, self.height, 1), exp_x.reshape(self.num_maps, 1, self.width))
+
+        if self.norm:
+            heatmaps = heatmaps/self.doublepi_sigma_pw2
+
+        sample['heatmap2D'] = heatmaps
+        return sample
diff --git a/SPIGA/spiga/data/loaders/augmentors/landmarks.py b/SPIGA/spiga/data/loaders/augmentors/landmarks.py
new file mode 100644
index 0000000000000000000000000000000000000000..f1d17dcf9b86bf183bfe974b305e5fc0f6ea6aab
--- /dev/null
+++ b/SPIGA/spiga/data/loaders/augmentors/landmarks.py
@@ -0,0 +1,307 @@
+import random
+import cv2
+import numpy as np
+from PIL import Image
+from torchvision import transforms
+
+# My libs
+import spiga.data.loaders.augmentors.utils as dlu
+
+
+class HorizontalFlipAug:
+    def __init__(self, ldm_flip_order, prob=0.5):
+        self.prob = prob
+        self.ldm_flip_order = ldm_flip_order
+
+    def __call__(self, sample):
+        img = sample['image']
+        landmarks = sample['landmarks']
+        mask = sample['mask_ldm']
+        vis = sample['visible']
+        bbox = sample['bbox']
+
+        if random.random() < self.prob:
+            new_img = transforms.functional.hflip(img)
+
+            lm_new_order = self.ldm_flip_order
+            new_landmarks = landmarks[lm_new_order]
+            new_landmarks = (new_landmarks - (img.size[0], 0)) * (-1, 1)
+            new_mask = mask[lm_new_order]
+            new_vis = vis[lm_new_order]
+
+            x, y, w, h = bbox
+            new_x = img.size[0] - x - w
+            new_bbox = np.array((new_x, y, w, h))
+
+            sample['image'] = new_img
+            sample['landmarks'] = new_landmarks
+            sample['mask_ldm'] = new_mask
+            sample['visible'] = new_vis
+            sample['bbox'] = new_bbox
+
+        return sample
+
+
+class GeometryBaseAug:
+
+    def __call__(self, sample):
+        raise NotImplementedError('Inheritance __call__ not defined')
+
+    def map_affine_transformation(self, sample, affine_transf, new_size=None):
+        sample['image'] = self._image_affine_trans(sample['image'], affine_transf, new_size)
+        sample['bbox'] = self._bbox_affine_trans(sample['bbox'], affine_transf)
+        if 'landmarks' in sample.keys():
+            sample['landmarks'] = self._landmarks_affine_trans(sample['landmarks'], affine_transf)
+        return sample
+
+    def clean_outbbox_landmarks(self, shape, landmarks, mask):
+        filter_x1 = landmarks[:, 0] >= shape[0]
+        filter_x2 = landmarks[:, 0] < (shape[0] + shape[2])
+        filter_x = np.logical_and(filter_x1,filter_x2)
+
+        filter_y1 = landmarks[:, 1] >= shape[1]
+        filter_y2 = landmarks[:, 1] < (shape[1] + shape[3])
+        filter_y = np.logical_and(filter_y1, filter_y2)
+
+        filter_bbox = np.logical_and(filter_x, filter_y)
+        new_mask = mask*filter_bbox
+        new_landmarks = (landmarks.T * new_mask).T
+        new_landmarks = new_landmarks.astype(int).astype(float)
+        return new_mask, new_landmarks
+
+    def _image_affine_trans(self, image, affine_transf, new_size=None):
+
+        if not new_size:
+            new_size = image.size
+
+        inv_affine_transf = dlu.get_inverse_transf(affine_transf)
+        new_image = image.transform(new_size, Image.AFFINE, inv_affine_transf.flatten())
+        return new_image
+
+    def _bbox_affine_trans(self, bbox, affine_transf):
+
+        x, y, w, h = bbox
+        images_bb = []
+        for point in ([x, y, 1], [x + w, y, 1],
+                      [x, y + h, 1], [x + w, y + h, 1]):
+            images_bb.append(affine_transf.dot(point))
+        images_bb = np.array(images_bb)
+
+        new_corner0 = np.min(images_bb, axis=0)
+        new_corner1 = np.max(images_bb, axis=0)
+
+        new_x, new_y = new_corner0
+        new_w, new_h = new_corner1 - new_corner0
+        new_bbox = np.array((new_x, new_y, new_w, new_h))
+        return new_bbox
+
+    def _landmarks_affine_trans(self, landmarks, affine_transf):
+
+        homog_landmarks = dlu.affine2homogeneous(landmarks)
+        new_landmarks = affine_transf.dot(homog_landmarks.T).T
+        return new_landmarks
+
+
+class RSTAug(GeometryBaseAug):
+
+    def __init__(self, angle_range=45., scale_min=-0.15, scale_max=0.15, trl_ratio=0.05):
+        self.scale_max = scale_max
+        self.scale_min = scale_min
+        self.angle_range = angle_range
+        self.trl_ratio = trl_ratio
+
+    def __call__(self, sample):
+        x, y, w, h = sample['bbox']
+
+        x0, y0 = x + w/2, y + h/2  # center of the face, which will be the center of the rotation
+
+        # Bbox translation
+        rnd_Tx = np.random.uniform(-self.trl_ratio, self.trl_ratio) * w
+        rnd_Ty = np.random.uniform(-self.trl_ratio, self.trl_ratio) * h
+        sample['bbox'][0] += rnd_Tx
+        sample['bbox'][1] += rnd_Ty
+
+        scale = 1 + np.random.uniform(self.scale_min, self.scale_max)
+        angle = np.random.uniform(-self.angle_range, self.angle_range)
+
+        similarity = dlu.get_similarity_matrix(angle, scale, center=(x0, y0))
+        new_sample = self.map_affine_transformation(sample, similarity)
+        return new_sample
+
+
+class TargetCropAug(GeometryBaseAug):
+    def __init__(self, img_new_size=128, map_new_size=128, target_dist=1.3):
+
+        self.target_dist = target_dist
+        self.new_size_x, self.new_size_y = self._convert_shapes(img_new_size)
+        self.map_size_x, self.map_size_y = self._convert_shapes(map_new_size)
+        self.img2map_scale = False
+
+        # Mismatch between img shape and featuremap shape
+        if self.map_size_x != self.new_size_x or self.map_size_y != self.new_size_y:
+            self.img2map_scale = True
+            self.map_scale_x = self.map_size_x / self.new_size_x
+            self.map_scale_y = self.map_size_y / self.new_size_y
+            self.map_scale_xx = self.map_scale_x * self.map_scale_x
+            self.map_scale_xy = self.map_scale_x * self.map_scale_y
+            self.map_scale_yy = self.map_scale_y * self.map_scale_y
+
+    def _convert_shapes(self, new_size):
+        if isinstance(new_size, (tuple, list)):
+            new_size_x = new_size[0]
+            new_size_y = new_size[1]
+        else:
+            new_size_x = new_size
+            new_size_y = new_size
+        return new_size_x, new_size_y
+
+    def __call__(self, sample):
+        x, y, w, h = sample['bbox']
+        # we enlarge the area taken around the bounding box
+        # it is neccesary to change the botton left point of the bounding box
+        # according to the previous enlargement. Note this will NOT be the new
+        # bounding box!
+        # We return square images, which is neccesary since
+        # all the images must have the same size in order to form batches
+        side = max(w, h) * self.target_dist
+        x -= (side - w) / 2
+        y -= (side - h) / 2
+
+        # center of the enlarged bounding box
+        x0, y0 = x + side/2, y + side/2
+        # homothety factor, chosen so the new horizontal dimension will
+        # coincide with new_size
+        mu_x = self.new_size_x / side
+        mu_y = self.new_size_y / side
+
+        # new_w, new_h = new_size, int(h * mu)
+        new_w = self.new_size_x
+        new_h = self.new_size_y
+        new_x0, new_y0 = new_w / 2, new_h / 2
+
+        # dilatation + translation
+        affine_transf = np.array([[mu_x, 0, new_x0 - mu_x * x0],
+                                  [0, mu_y, new_y0 - mu_y * y0]])
+
+        sample = self.map_affine_transformation(sample, affine_transf,(new_w, new_h))
+        if 'landmarks' in sample.keys():
+            img_shape = np.array([0, 0, self.new_size_x, self.new_size_y])
+            sample['landmarks_float'] = sample['landmarks']
+            sample['mask_ldm_float'] = sample['mask_ldm']
+            sample['landmarks'] = np.round(sample['landmarks'])
+            sample['mask_ldm'], sample['landmarks'] = self.clean_outbbox_landmarks(img_shape, sample['landmarks'],
+                                                                                   sample['mask_ldm'])
+
+            if self.img2map_scale:
+                sample = self._rescale_map(sample)
+        return sample
+
+    def _rescale_map(self, sample):
+
+        # Rescale
+        lnd_float = sample['landmarks_float']
+        lnd_float[:, 0] = self.map_scale_x * lnd_float[:, 0]
+        lnd_float[:, 1] = self.map_scale_y * lnd_float[:, 1]
+
+        # Filter landmarks
+        lnd = np.round(lnd_float)
+        filter_x = lnd[:, 0] >= self.map_size_x
+        filter_y = lnd[:, 1] >= self.map_size_y
+        lnd[filter_x] = self.map_size_x - 1
+        lnd[filter_y] = self.map_size_y - 1
+        new_lnd = (lnd.T * sample['mask_ldm']).T
+        new_lnd = new_lnd.astype(int).astype(float)
+
+        sample['landmarks_float'] = lnd_float
+        sample['landmarks'] = new_lnd
+        sample['img2map_scale'] = [self.map_scale_x, self.map_scale_y]
+        return sample
+
+
+
+class OcclusionAug:
+    def __init__(self, min_length=0.1, max_length=0.4, num_maps=1):
+        self.min_length = min_length
+        self.max_length = max_length
+        self.num_maps = num_maps
+
+    def __call__(self, sample):
+        x, y, w, h = sample['bbox']
+        image = sample['image']
+        landmarks = sample['landmarks']
+        vis = sample['visible']
+
+        min_ratio = self.min_length
+        max_ratio = self.max_length
+        rnd_width = np.random.randint(int(w * min_ratio), int(w * max_ratio))
+        rnd_height = np.random.randint(int(h * min_ratio), int(h * max_ratio))
+
+        # (xi, yi) and (xf, yf) are, respectively, the lower left points of the
+        # occlusion rectangle and the upper right point.
+        xi = int(x + np.random.randint(0, w - rnd_width))
+        xf = int(xi + rnd_width)
+        yi = int(y + np.random.randint(0, h - rnd_height))
+        yf = int(yi + rnd_height)
+
+        pixels = np.array(image)
+        pixels[yi:yf, xi:xf, :] = np.random.uniform(0, 255, size=3)
+        image = Image.fromarray(pixels)
+        sample['image'] = image
+
+        # Update visibilities
+        filter_x1 = landmarks[:, 0] >= xi
+        filter_x2 = landmarks[:, 0] < xf
+        filter_x = np.logical_and(filter_x1, filter_x2)
+
+        filter_y1 = landmarks[:, 1] >= yi
+        filter_y2 = landmarks[:, 1] < yf
+        filter_y = np.logical_and(filter_y1, filter_y2)
+
+        filter_novis = np.logical_and(filter_x, filter_y)
+        filter_vis = np.logical_not(filter_novis)
+        sample['visible'] = vis * filter_vis
+        return sample
+
+
+class LightingAug:
+    def __init__(self, hsv_range_min=(-0.5, -0.5, -0.5), hsv_range_max=(0.5, 0.5, 0.5)):
+        self.hsv_range_min = hsv_range_min
+        self.hsv_range_max = hsv_range_max
+
+    def __call__(self, sample):
+        # Convert to HSV colorspace from RGB colorspace
+        image = np.array(sample['image'])
+        hsv = cv2.cvtColor(image, cv2.COLOR_RGB2HSV)
+
+        # Generate new random values
+        H = 1 + np.random.uniform(self.hsv_range_min[0], self.hsv_range_max[0])
+        S = 1 + np.random.uniform(self.hsv_range_min[1], self.hsv_range_max[1])
+        V = 1 + np.random.uniform(self.hsv_range_min[2], self.hsv_range_max[2])
+        hsv[:, :, 0] = np.clip(H*hsv[:, :, 0], 0, 179)
+        hsv[:, :, 1] = np.clip(S*hsv[:, :, 1], 0, 255)
+        hsv[:, :, 2] = np.clip(V*hsv[:, :, 2], 0, 255)
+        # Convert back to BGR colorspace
+        image = cv2.cvtColor(hsv, cv2.COLOR_HSV2RGB)
+        sample['image'] = Image.fromarray(image)
+
+        return sample
+
+
+class BlurAug:
+    def __init__(self, blur_prob=0.5, blur_kernel_range=(0, 2)):
+        self.blur_prob = blur_prob
+        self.kernel_range = blur_kernel_range
+
+    def __call__(self, sample):
+        # Smooth image
+        image = np.array(sample['image'])
+        if np.random.uniform(0.0, 1.0) < self.blur_prob:
+            kernel = np.random.random_integers(self.kernel_range[0], self.kernel_range[1]) * 2 + 1
+            image = cv2.GaussianBlur(image, (kernel, kernel), 0, 0)
+        sample['image'] = Image.fromarray(image)
+
+        return sample
+
+
+
+
diff --git a/SPIGA/spiga/data/loaders/augmentors/modern_posit.py b/SPIGA/spiga/data/loaders/augmentors/modern_posit.py
new file mode 100644
index 0000000000000000000000000000000000000000..34042c80ccfa78b92c4a1a59c9053d4ed3ee5a65
--- /dev/null
+++ b/SPIGA/spiga/data/loaders/augmentors/modern_posit.py
@@ -0,0 +1,197 @@
+import os
+import pkg_resources
+import numpy as np
+import cv2
+
+# My libs
+from spiga.data.loaders.augmentors.utils import rotation_matrix_to_euler
+
+# Model file nomenclature
+model_file_dft = pkg_resources.resource_filename('spiga', 'data/models3D') + '/mean_face_3D_{num_ldm}.txt'
+
+
+class PositPose:
+
+    def __init__(self, ldm_ids, focal_ratio=1, selected_ids=None, max_iter=100,
+                  fix_bbox=True, model_file=model_file_dft):
+
+        # Load 3D face model
+        model3d_world, model3d_ids = self._load_world_shape(ldm_ids, model_file)
+
+        # Generate id mask to pick only the robust landmarks for posit
+        if selected_ids is None:
+            model3d_mask = np.ones(len(ldm_ids))
+        else:
+            model3d_mask = np.zeros(len(ldm_ids))
+            for index, posit_id in enumerate(model3d_ids):
+                if posit_id in selected_ids:
+                    model3d_mask[index] = 1
+
+        self.ldm_ids = ldm_ids                  # Ids from the database
+        self.model3d_world = model3d_world      # Model data
+        self.model3d_ids = model3d_ids          # Model ids
+        self.model3d_mask = model3d_mask        # Model mask ids
+        self.max_iter = max_iter                # Refinement iterations
+        self.focal_ratio = focal_ratio          # Camera matrix focal length ratio
+        self.fix_bbox = fix_bbox                # Camera matrix centered on image (False to centered on bbox)
+
+    def __call__(self, sample):
+
+        landmarks = sample['landmarks']
+        mask = sample['mask_ldm']
+
+        # Camera matrix
+        img_shape = np.array(sample['image'].shape)[0:2]
+        if 'img2map_scale' in sample.keys():
+            img_shape = img_shape * sample['img2map_scale']
+
+        if self.fix_bbox:
+            img_bbox = [0, 0, img_shape[1], img_shape[0]]   # Shapes given are inverted (y,x)
+            cam_matrix = self._camera_matrix(img_bbox)
+        else:
+            bbox = sample['bbox']   # Scale error when ftshape and img_shape mismatch
+            cam_matrix = self._camera_matrix(bbox)
+
+        # Save intrinsic matrix and 3D model landmarks
+        sample['cam_matrix'] = cam_matrix
+        sample['model3d'] = self.model3d_world
+
+        world_pts, image_pts = self._set_correspondences(landmarks, mask)
+
+        if image_pts.shape[0] < 4:
+            print('POSIT does not work without landmarks')
+            rot_matrix, trl_matrix = np.eye(3, dtype=float), np.array([0, 0, 0])
+        else:
+            rot_matrix, trl_matrix = self._modern_posit(world_pts, image_pts, cam_matrix)
+
+        euler = rotation_matrix_to_euler(rot_matrix)
+        sample['pose'] = np.array([euler[0], euler[1], euler[2], trl_matrix[0], trl_matrix[1], trl_matrix[2]])
+        sample['model3d_proj'] = self._project_points(rot_matrix, trl_matrix, cam_matrix, norm=img_shape)
+        return sample
+
+    def _load_world_shape(self, ldm_ids, model_file):
+        return load_world_shape(ldm_ids, model_file=model_file)
+
+    def _camera_matrix(self, bbox):
+        focal_length_x = bbox[2] * self.focal_ratio
+        focal_length_y = bbox[3] * self.focal_ratio
+        face_center = (bbox[0] + (bbox[2] * 0.5)), (bbox[1] + (bbox[3] * 0.5))
+
+        cam_matrix = np.array([[focal_length_x, 0, face_center[0]],
+                               [0, focal_length_y, face_center[1]],
+                               [0, 0, 1]])
+        return cam_matrix
+
+    def _set_correspondences(self, landmarks, mask):
+        # Correspondences using labelled and robust landmarks
+        img_mask = np.logical_and(mask, self.model3d_mask)
+        img_mask = img_mask.astype(bool)
+
+        image_pts = landmarks[img_mask]
+        world_pts = self.model3d_world[img_mask]
+        return world_pts, image_pts
+
+    def _modern_posit(self, world_pts, image_pts, cam_matrix):
+        return modern_posit(world_pts, image_pts, cam_matrix, self.max_iter)
+
+    def _project_points(self, rot, trl, cam_matrix, norm=None):
+        # Perspective projection model
+        trl = np.expand_dims(trl, 1)
+        extrinsics = np.concatenate((rot, trl), 1)
+        proj_matrix = np.matmul(cam_matrix, extrinsics)
+
+        # Homogeneous landmarks
+        pts = self.model3d_world
+        ones = np.ones(pts.shape[0])
+        ones = np.expand_dims(ones, 1)
+        pts_hom = np.concatenate((pts, ones), 1)
+
+        # Project landmarks
+        pts_proj = np.matmul(proj_matrix, pts_hom.T).T
+        pts_proj = pts_proj / np.expand_dims(pts_proj[:, 2], 1) # Lambda = 1
+
+        if norm is not None:
+            pts_proj[:, 0] /= norm[0]
+            pts_proj[:, 1] /= norm[1]
+        return pts_proj[:, :-1]
+
+
+def load_world_shape(db_landmarks, model_file=model_file_dft):
+
+    # Load 3D mean face coordinates
+    num_ldm = len(db_landmarks)
+    filename = model_file.format(num_ldm=num_ldm)
+    if not os.path.exists(filename):
+        raise ValueError('No 3D model find for %i landmarks' % num_ldm)
+
+    posit_landmarks = np.genfromtxt(filename, delimiter='|', dtype=int, usecols=0).tolist()
+    mean_face_3D = np.genfromtxt(filename, delimiter='|', dtype=(float, float, float), usecols=(1, 2, 3)).tolist()
+    world_all = len(mean_face_3D)*[None]
+    index_all = len(mean_face_3D)*[None]
+
+    for cont, elem in enumerate(mean_face_3D):
+        pt3d = [elem[2], -elem[0], -elem[1]]
+        lnd_idx = db_landmarks.index(posit_landmarks[cont])
+        world_all[lnd_idx] = pt3d
+        index_all[lnd_idx] = posit_landmarks[cont]
+
+    return np.array(world_all), np.array(index_all)
+
+
+def modern_posit(world_pts, image_pts, cam_matrix, max_iters):
+    # Homogeneous world points
+    num_landmarks = image_pts.shape[0]
+    one = np.ones((num_landmarks, 1))
+    A = np.concatenate((world_pts, one), axis=1)
+    B = np.linalg.pinv(A)
+
+    # Normalize image points
+    focal_length = cam_matrix[0,0]
+    img_center = (cam_matrix[0,2], cam_matrix[1,2])
+    centered_pts = np.zeros((num_landmarks,2))
+    centered_pts[:,0] = (image_pts[:,0]-img_center[0])/focal_length
+    centered_pts[:,1] = (image_pts[:,1]-img_center[1])/focal_length
+    Ui = centered_pts[:,0]
+    Vi = centered_pts[:,1]
+
+    # POSIT loop
+    Tx, Ty, Tz = 0.0, 0.0, 0.0
+    r1, r2, r3 = [0.0, 0.0, 0.0, 0.0], [0.0, 0.0, 0.0, 0.0], [0.0, 0.0, 0.0, 0.0]
+    for iter in range(0, max_iters):
+        I = np.dot(B,Ui)
+        J = np.dot(B,Vi)
+
+        # Estimate translation vector and rotation matrix
+        normI = 1.0 / np.sqrt(I[0] * I[0] + I[1] * I[1] + I[2] * I[2])
+        normJ = 1.0 / np.sqrt(J[0] * J[0] + J[1] * J[1] + J[2] * J[2])
+        Tz = np.sqrt(normI * normJ)  # geometric average instead of arithmetic average of classicPosit
+        r1N = I*Tz
+        r2N = J*Tz
+        r1 = r1N[0:3]
+        r2 = r2N[0:3]
+        r1 = np.clip(r1, -1, 1)
+        r2 = np.clip(r2, -1, 1)
+        r3 = np.cross(r1,r2)
+        r3T = np.concatenate((r3, [Tz]), axis=0)
+        Tx = r1N[3]
+        Ty = r2N[3]
+
+        # Compute epsilon, update Ui and Vi and check convergence
+        eps = np.dot(A, r3T)/Tz
+        oldUi = Ui
+        oldVi = Vi
+        Ui = np.multiply(eps, centered_pts[:,0])
+        Vi = np.multiply(eps, centered_pts[:,1])
+        deltaUi = Ui - oldUi
+        deltaVi = Vi - oldVi
+        delta = focal_length * focal_length * (np.dot(np.transpose(deltaUi), deltaUi) + np.dot(np.transpose(deltaVi), deltaVi))
+        if iter > 0 and delta < 0.01:  # converged
+            break
+
+    rot_matrix = np.array([np.transpose(r1), np.transpose(r2), np.transpose(r3)])
+    trl_matrix = np.array([Tx, Ty, Tz])
+    # Convert to the nearest orthogonal rotation matrix
+    w, u, vt = cv2.SVDecomp(rot_matrix)  # R = U*D*Vt
+    rot_matrix = np.matmul(np.matmul(u, np.eye(3, dtype=float)), vt)
+    return rot_matrix, trl_matrix
+
diff --git a/SPIGA/spiga/data/loaders/augmentors/utils.py b/SPIGA/spiga/data/loaders/augmentors/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..30fcc012790a7bb984dc8ceefbeedc2b8a234465
--- /dev/null
+++ b/SPIGA/spiga/data/loaders/augmentors/utils.py
@@ -0,0 +1,147 @@
+import numpy as np
+
+
+def affine2homogeneous(points):
+    '''Returns the points completed with a new last coordinate
+    equal to 1
+    Arguments
+    ---------
+    points: np.array of shape (num_points, dim)
+    Returns
+    -------
+    hpoints: np.array of shape (num_points, dim + 1),
+        of the points completed with ones'''
+
+    num_points = points.shape[0]
+    hpoints = np.hstack(
+        (points, np.repeat(1, num_points).reshape(num_points, 1)))
+    return hpoints
+
+
+def get_similarity_matrix(deg_angle, scale, center):
+    '''Similarity matrix.
+    Arguments:
+    ---------
+    deg_angle: rotation angle in degrees
+    scale: factor scale
+    center: coordinates of the rotation center
+
+    Returns:
+    -------
+    matrix: (2, 3) numpy array representing the
+        similarity matrix.
+    '''
+    x0, y0 = center
+    angle = np.radians(deg_angle)
+
+    matrix = np.zeros((2, 3))
+    matrix[0:2, 0:2] = [[np.cos(angle), -np.sin(angle)],
+                        [np.sin(angle), np.cos(angle)]]
+    matrix[0: 2, 0: 2] *= scale
+
+    matrix[:, 2] = [(1 - scale * np.cos(angle)) * x0 +
+                    scale * np.sin(angle) * y0,
+                    -scale * np.sin(angle) * x0 +
+                    (1 - scale * np.cos(angle)) * y0]
+    return matrix
+
+
+def get_inverse_similarity_matrix(deg_angle, scale, center):
+    '''Returns the inverse of the affine similarity
+    Arguments
+    ---------
+    deg_angle: angle in degrees of the rotation
+    center: iterable of two components (x0, y0),
+            center of the rotation
+    scale: float, scale factor
+    Returns
+    -------
+    matrix: np.array of shape (2, 3) with the coordinates of
+    the inverse of the similarity'''
+
+    x0, y0 = center
+    angle = np.radians(deg_angle)
+    inv_scale = 1 / scale
+    matrix = np.zeros((2, 3))
+    matrix[0:2, 0:2] = [[np.cos(angle), np.sin(angle)],
+                        [-np.sin(angle), np.cos(angle)]]
+    matrix[0:2, 0:2] *= inv_scale
+
+    matrix[:, 2] = [(1 - inv_scale * np.cos(angle)) * x0 -
+                    inv_scale * np.sin(angle) * y0,
+                    inv_scale * np.sin(angle) * x0 +
+                    (1 - inv_scale * np.cos(angle)) * y0]
+
+    return matrix
+
+
+def get_inverse_transf(affine_transf):
+    A = affine_transf[0:2, 0:2]
+    b = affine_transf[:, 2]
+
+    inv_A = np.linalg.inv(A)  # we assume A invertible!
+
+    inv_affine = np.zeros((2, 3))
+    inv_affine[0:2, 0:2] = inv_A
+    inv_affine[:, 2] = -inv_A.dot(b)
+
+    return inv_affine
+
+
+def image2vect(image):
+    '''
+    Input:
+    image[batch_size, num_channels, im_size_x, im_size_y]
+    Output:
+    vect[batch_size, num_channels, im_size_x*im_size_y]
+    '''
+    vect = image.reshape(*image.shape[0:-2], -1)
+    return vect
+
+
+def rotation_matrix_to_euler(rot_matrix):
+    # http://euclideanspace.com/maths/geometry/rotations/conversions/matrixToEuler/index.htm
+    a00, a01, a02 = rot_matrix[0, 0], rot_matrix[0, 1], rot_matrix[0, 2]
+    a10, a11, a12 = rot_matrix[1, 0], rot_matrix[1, 1], rot_matrix[1, 2]
+    a20, a21, a22 = rot_matrix[2, 0], rot_matrix[2, 1], rot_matrix[2, 2]
+    if abs(1.0 - a10) <= np.finfo(float).eps:  # singularity at north pole / special case a10 == 1
+        yaw = np.arctan2(a02, a22)
+        pitch = np.pi/2.0
+        roll = 0
+    elif abs(-1.0 - a10) <= np.finfo(float).eps:  # singularity at south pole / special case a10 == -1
+        yaw = np.arctan2(a02, a22)
+        pitch = -np.pi/2.0
+        roll = 0
+    else:  # standard case
+        yaw = np.arctan2(-a20, a00)
+        pitch = np.arcsin(a10)
+        roll = np.arctan2(-a12, a11)
+    # Convert to degrees
+    euler = np.array([yaw, pitch, roll])*(180.0/np.pi)
+    # Change coordinates system
+    euler = np.array([(-euler[0])+90, -euler[1], (-euler[2])-90])
+    if euler[0] > 180: euler[0] -= 360
+    elif euler[0] < -180: euler[0] += 360
+    if euler[1] > 180: euler[1] -= 360
+    elif euler[1] < -180: euler[1] += 360
+    if euler[2] > 180: euler[2] -= 360
+    elif euler[2] < -180: euler[2] += 360
+    return euler
+
+
+def euler_to_rotation_matrix(headpose):
+    # http://euclideanspace.com/maths/geometry/rotations/conversions/eulerToMatrix/index.htm
+    # Change coordinates system
+    euler = np.array([-(headpose[0]-90), -headpose[1], -(headpose[2]+90)])
+    # Convert to radians
+    rad = euler*(np.pi/180.0)
+    cy = np.cos(rad[0])
+    sy = np.sin(rad[0])
+    cp = np.cos(rad[1])
+    sp = np.sin(rad[1])
+    cr = np.cos(rad[2])
+    sr = np.sin(rad[2])
+    Ry = np.array([[cy, 0.0, sy], [0.0, 1.0, 0.0], [-sy, 0.0, cy]])  # yaw
+    Rp = np.array([[cp, -sp, 0.0], [sp, cp, 0.0], [0.0, 0.0, 1.0]])  # pitch
+    Rr = np.array([[1.0, 0.0, 0.0], [0.0, cr, -sr], [0.0, sr, cr]])  # roll
+    return np.matmul(np.matmul(Ry, Rp), Rr)
diff --git a/SPIGA/spiga/data/loaders/dataloader.py b/SPIGA/spiga/data/loaders/dataloader.py
new file mode 100644
index 0000000000000000000000000000000000000000..f942510916fffb132762ab5e41d5ac96d6b54e7a
--- /dev/null
+++ b/SPIGA/spiga/data/loaders/dataloader.py
@@ -0,0 +1,41 @@
+from torch.utils.data import DataLoader
+from torch.utils.data.distributed import DistributedSampler
+
+import spiga.data.loaders.alignments as zoo_alignments
+
+zoos = [zoo_alignments]
+
+
+def get_dataset(data_config, pretreat=None, debug=False):
+
+    for zoo in zoos:
+        dataset = zoo.get_dataset(data_config, pretreat=pretreat, debug=debug)
+        if dataset is not None:
+            return dataset
+    raise NotImplementedError('Dataset not available')
+
+
+def get_dataloader(batch_size, data_config, pretreat=None, sampler_cfg=None, debug=False):
+
+    dataset = get_dataset(data_config, pretreat=pretreat, debug=debug)
+
+    if (len(dataset) % batch_size) == 1 and data_config.shuffle == True:
+        drop_last_batch = True
+    else:
+        drop_last_batch = False
+
+    shuffle = data_config.shuffle
+    sampler = None
+    if sampler_cfg is not None:
+        sampler = DistributedSampler(dataset, num_replicas=sampler_cfg.world_size, rank=sampler_cfg.rank)
+        shuffle = False
+
+    dataloader = DataLoader(dataset,
+                            batch_size=batch_size,
+                            shuffle=shuffle,
+                            num_workers=data_config.num_workers,
+                            pin_memory=True,
+                            drop_last=drop_last_batch,
+                            sampler=sampler)
+
+    return dataloader, dataset
diff --git a/SPIGA/spiga/data/loaders/dl_config.py b/SPIGA/spiga/data/loaders/dl_config.py
new file mode 100644
index 0000000000000000000000000000000000000000..962f883d6fb299d66b454366cbd906e2ae32d8d1
--- /dev/null
+++ b/SPIGA/spiga/data/loaders/dl_config.py
@@ -0,0 +1,170 @@
+import os
+import json
+import pkg_resources
+from collections import OrderedDict
+
+# Default data paths
+db_img_path = pkg_resources.resource_filename('spiga', 'data/databases')
+db_anns_path = pkg_resources.resource_filename('spiga', 'data/annotations') + "/{database}/{file_name}.json"
+
+class AlignConfig:
+
+    def __init__(self, database_name, mode='train'):
+        # Dataset
+        self.database_name = database_name
+        self.working_mode = mode
+        self.database = None    # Set at self._update_database()
+        self.anns_file = None   # Set at self._update_database()
+        self.image_dir = None   # Set at self._update_database()
+        self._update_database()
+        self.image_size = (256, 256)
+        self.ftmap_size = (256, 256)
+
+        # Dataloaders
+        self.ids = None         # List of a subset if need it
+        self.shuffle = True     # Shuffle samples
+        self.num_workers = 4    # Threads
+
+        # Posit
+        self.generate_pose = True       # Generate pose parameters from landmarks
+        self.focal_ratio = 1.5          # Camera matrix focal length ratio
+        self.posit_max_iter = 100       # Refinement iterations
+
+        # Subset of robust ids in the 3D model to use in posit.
+        # 'None' to use all the available model landmarks.
+        self.posit_ids = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13,
+                          14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24]
+
+        # Data augmentation
+        # Control augmentations with the following list, crop to self.img_size is mandatory, check target_dist param.
+        if mode == 'train':
+            self.aug_names = ['flip', 'rotate_scale', 'occlusion', 'lighting', 'blur']
+        else:
+            self.aug_names = []
+            self.shuffle = False
+
+        # Flip
+        self.hflip_prob = 0.5
+        # Rotation
+        self.angle_range = 45.
+        # Scale
+        self.scale_max = 0.15
+        self.scale_min = -0.15
+        # Translation
+        self.trl_ratio = 0.05       # Translation augmentation
+        # Crop target rescale
+        self.target_dist = 1.6      # Target distance zoom in/out around face. Default: 1.
+        # Occlusion
+        self.occluded_max_len = 0.4
+        self.occluded_min_len = 0.1
+        self.occluded_covar_ratio = 2.25**0.5
+        # Lighting
+        self.hsv_range_min = [-0.5, -0.5, -0.5]
+        self.hsv_range_max = [0.5, 0.5, 0.5]
+        # Blur
+        self.blur_prob = 0.5
+        self.blur_kernel_range = [0, 2]
+
+        # Heatmaps 2D
+        self.sigma2D = 1.5
+        self.heatmap2D_norm = False
+
+        # Boundaries
+        self.sigmaBD = 1
+
+    def update(self, params_dict):
+        state_dict = self.state_dict()
+        for k, v in params_dict.items():
+            if k in state_dict or hasattr(self, k):
+                setattr(self, k, v)
+            else:
+                Warning('Unknown option: {}: {}'.format(k, v))
+        self._update_database()
+
+    def state_dict(self, tojson=False):
+        state_dict = OrderedDict()
+        for k in self.__dict__.keys():
+            if not k.startswith('_'):
+                if tojson and k in ['database']:
+                    continue
+                state_dict[k] = getattr(self, k)
+        return state_dict
+
+    def _update_database(self):
+        self.database = DatabaseStruct(self.database_name)
+        self.anns_file = db_anns_path.format(database=self.database_name, file_name=self.working_mode)
+        self.image_dir = self._get_imgdb_path()
+
+    def _get_imgdb_path(self):
+        img_dir = None
+        if self.database_name in ['300wpublic', '300wprivate']:
+            img_dir = db_img_path + '/300w/'
+        elif self.database_name in ['aflw19', 'merlrav']:
+            img_dir = db_img_path + '/aflw/data/'
+        elif self.database_name in ['cofw', 'cofw68']:
+            img_dir = db_img_path + '/cofw/'
+        elif self.database_name in ['wflw']:
+            img_dir = db_img_path + '/wflw/'
+        return img_dir
+
+    def __str__(self):
+        state_dict = self.state_dict()
+        text = 'Dataloader {\n'
+        for k, v in state_dict.items():
+            if isinstance(v, DatabaseStruct):
+                text += '\t{}: {}'.format(k, str(v).expandtabs(12))
+            else:
+                text += '\t{}: {}\n'.format(k, v)
+        text += '\t}\n'
+        return text
+
+
+class DatabaseStruct:
+
+    def __init__(self, database_name):
+
+        self.name = database_name
+        self.ldm_ids, self.ldm_flip_order, self.ldm_edges_matrix = self._get_database_specifics()
+        self.num_landmarks = len(self.ldm_ids)
+        self.num_edges = len(self.ldm_edges_matrix[0])-1
+        self.fields = ['imgpath', 'bbox', 'headpose', 'ids', 'landmarks', 'visible']
+
+    def _get_database_specifics(self):
+        '''Returns specifics ids and horizontal flip reorder'''
+
+        database_name = self.name
+        db_info_file = db_anns_path.format(database=database_name, file_name='db_info')
+        ldm_edges_matrix = None
+
+        if os.path.exists(db_info_file):
+            with open(db_info_file) as jsonfile:
+                db_info = json.load(jsonfile)
+
+            ldm_ids = db_info['ldm_ids']
+            ldm_flip_order = db_info['ldm_flip_order']
+            if 'ldm_edges_matrix' in db_info.keys():
+                ldm_edges_matrix = db_info['ldm_edges_matrix']
+
+        else:
+            raise ValueError('Database ' + database_name + 'specifics not defined. Missing db_info.json')
+
+        return ldm_ids, ldm_flip_order, ldm_edges_matrix
+
+    def state_dict(self):
+        state_dict = OrderedDict()
+        for k in self.__dict__.keys():
+            if not k.startswith('_'):
+                state_dict[k] = getattr(self, k)
+
+        return state_dict
+
+    def __str__(self):
+        state_dict = self.state_dict()
+        text = 'Database {\n'
+        for k, v in state_dict.items():
+            text += '\t{}: {}\n'.format(k, v)
+        text += '\t}\n'
+        return text
+
+
+
diff --git a/SPIGA/spiga/data/loaders/transforms.py b/SPIGA/spiga/data/loaders/transforms.py
new file mode 100644
index 0000000000000000000000000000000000000000..6371657516cd766c363fd7ea51bf978a65c70376
--- /dev/null
+++ b/SPIGA/spiga/data/loaders/transforms.py
@@ -0,0 +1,84 @@
+import cv2
+import numpy as np
+import torch
+
+from spiga.data.loaders.augmentors.modern_posit import PositPose
+from spiga.data.loaders.augmentors.heatmaps import Heatmaps
+from spiga.data.loaders.augmentors.boundary import AddBoundary
+from spiga.data.loaders.augmentors.landmarks import HorizontalFlipAug, RSTAug, OcclusionAug, \
+                                              LightingAug, BlurAug, TargetCropAug
+
+
+def get_transformers(data_config):
+
+    # Data augmentation
+    aug_names = data_config.aug_names
+    augmentors = []
+
+    if 'flip' in aug_names:
+        augmentors.append(HorizontalFlipAug(data_config.database.ldm_flip_order, data_config.hflip_prob))
+    if 'rotate_scale' in aug_names:
+        augmentors.append(RSTAug(data_config.angle_range, data_config.scale_min,
+                                 data_config.scale_max, data_config.trl_ratio))
+    if 'occlusion' in aug_names:
+        augmentors.append(OcclusionAug(data_config.occluded_min_len,
+                                       data_config.occluded_max_len,
+                                       data_config.database.num_landmarks))
+    if 'lighting' in aug_names:
+        augmentors.append(LightingAug(data_config.hsv_range_min, data_config.hsv_range_max))
+    if 'blur' in aug_names:
+        augmentors.append(BlurAug(data_config.blur_prob, data_config.blur_kernel_range))
+
+    # Crop mandatory
+    augmentors.append(TargetCropAug(data_config.image_size, data_config.ftmap_size, data_config.target_dist))
+    # Opencv style
+    augmentors.append(ToOpencv())
+
+    # Gaussian heatmaps
+    if 'heatmaps2D' in aug_names:
+        augmentors.append(Heatmaps(data_config.database.num_landmarks, data_config.ftmap_size,
+                                   data_config.sigma2D, norm=data_config.heatmap2D_norm))
+
+    if 'boundaries' in aug_names:
+        augmentors.append(AddBoundary(num_landmarks=data_config.database.num_landmarks,
+                                      map_size=data_config.ftmap_size,
+                                      sigma=data_config.sigmaBD))
+    # Pose generator
+    if data_config.generate_pose:
+        augmentors.append(PositPose(data_config.database.ldm_ids,
+                                    focal_ratio=data_config.focal_ratio,
+                                    selected_ids=data_config.posit_ids,
+                                    max_iter=data_config.posit_max_iter))
+
+    return augmentors
+
+
+class ToOpencv:
+    def __call__(self, sample):
+        # Convert in a numpy array and change to GBR
+        image = np.array(sample['image'])
+        image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR)
+        sample['image'] = image
+        return sample
+
+
+class TargetCrop(TargetCropAug):
+    def __init__(self, crop_size=256, target_dist=1.6):
+        super(TargetCrop, self).__init__(crop_size, crop_size, target_dist)
+
+
+class AddModel3D(PositPose):
+    def __init__(self, ldm_ids, ftmap_size=(256, 256), focal_ratio=1.5, totensor=False):
+        super(AddModel3D, self).__init__(ldm_ids, focal_ratio=focal_ratio)
+        img_bbox = [0, 0, ftmap_size[1], ftmap_size[0]]  # Shapes given are inverted (y,x)
+        self.cam_matrix = self._camera_matrix(img_bbox)
+
+        if totensor:
+            self.cam_matrix = torch.tensor(self.cam_matrix, dtype=torch.float)
+            self.model3d_world = torch.tensor(self.model3d_world, dtype=torch.float)
+
+    def __call__(self, sample={}):
+        # Save intrinsic matrix and 3D model landmarks
+        sample['cam_matrix'] = self.cam_matrix
+        sample['model3d'] = self.model3d_world
+        return sample
diff --git a/SPIGA/spiga/data/models3D/__init__.py b/SPIGA/spiga/data/models3D/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/data/models3D/mean_face_3D_68.txt b/SPIGA/spiga/data/models3D/mean_face_3D_68.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5640bd0df65fcb268cbc78c5d0b3eba6221f78c7
--- /dev/null
+++ b/SPIGA/spiga/data/models3D/mean_face_3D_68.txt
@@ -0,0 +1,68 @@
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diff --git a/SPIGA/spiga/data/models3D/mean_face_3D_98.txt b/SPIGA/spiga/data/models3D/mean_face_3D_98.txt
new file mode 100644
index 0000000000000000000000000000000000000000..f5920400bffb6ecc8ae2afc39348ba63ba3805b1
--- /dev/null
+++ b/SPIGA/spiga/data/models3D/mean_face_3D_98.txt
@@ -0,0 +1,98 @@
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diff --git a/SPIGA/spiga/data/models3D/visualization.py b/SPIGA/spiga/data/models3D/visualization.py
new file mode 100644
index 0000000000000000000000000000000000000000..49bf883d7194039d260ea1dfb70eecd2454c8fd1
--- /dev/null
+++ b/SPIGA/spiga/data/models3D/visualization.py
@@ -0,0 +1,37 @@
+import argparse
+import numpy as np
+import matplotlib.pyplot as plt
+
+
+def main():
+    # Input arguments control
+    pars = argparse.ArgumentParser(description='3D model visualization')
+    pars.add_argument('file', type=str, help='File txt path')
+    args = pars.parse_args()
+    visualize_3Dmodel(args.file)
+
+
+def visualize_3Dmodel(input_file):
+
+    with open(input_file) as f:
+        lines = f.readlines()
+
+    model = []
+    for line in lines:
+        line = line[:-1]    # Remove \n
+        line_split = line.split('|')
+        values = np.array(line_split, dtype=float)
+        model.append(values)
+
+    model = np.array(model)
+    model_xyz = model[:, 1:]
+
+    # Show model
+    fig = plt.figure()
+    ax = fig.add_subplot(111, projection='3d')
+    ax.scatter(model_xyz[:, 0], model_xyz[:, 1], model_xyz[:, 2]+0.8)
+    plt.show()
+
+
+if __name__ == '__main__':
+    main()
diff --git a/SPIGA/spiga/data/readme.md b/SPIGA/spiga/data/readme.md
new file mode 100644
index 0000000000000000000000000000000000000000..a30d1e2503c1f8a62d186dd183bdf769724e225d
--- /dev/null
+++ b/SPIGA/spiga/data/readme.md
@@ -0,0 +1,72 @@
+# SPIGA: Dataloaders
+Currently, the repository provides a pytorch based image dataloader implementation for the task of:
+* **Facial Landmarks estimation**.
+* **Headpose estimation**.
+* **Facial landmarks visibilities**.
+
+The dataloader can be used for training or testing the networks and it includes general and 
+specifics data augmentation for each task, as it can be image partial occlusions 
+or headpose generation from facial landmarks. 
+
+In addition, the framework provides a wide benchmark software in order to evaluate the 
+different task along the following databases:
+* **WFLW**.
+* **MERLRAV (AFLW 68)**
+* **COFW68**.
+* **300W Public, Private**.
+<details>
+  <summary> Coming soon... </summary>
+  
+* AFLW, AFLW19, AFLW2000 (test only).
+* Menpo and 3D Menpo.
+* COFW.
+* 300WLP
+* 300W Masked
+
+</details>
+
+***Note:*** All the callable files provide a detailed parser that describes the behaviour of 
+the program and their inputs. Please, check the operational modes by using the extension ```--help```.
+
+## Training/Testing 
+The dataloader structure can be found in ```./data/loaders/aligments.py``` and it can be 
+manually controlled by instantiating the class ```AlignmentsDataset()``` or by using 
+the ```data_config``` structure available in ```./data/loaders/dl_config.py```.
+
+Each image sample will follow the next configuration:
+```
+sample = {'image': Data augmented crop image,
+          'sample_idx': Image ID,
+          'imgpath': Absolute path to raw image,
+          'imgpath_local': Relative path to raw image,
+          'ids_ldm': Landmarks ids,
+          'bbox': Face bbox [x,y,w,h] (ref crop),
+          'bbox_raw': Face bbox [x,y,w,h] (ref image),
+          'landmarks': Augmented landmarks [[x1,y1], [x2,y2], ...] (ref crop)
+          'visible': Visibilities [0,1, ...] (1 == Visible)
+          'mask_ldm': Available landmarks anns [True, False, ...] <- len(ids_ldm)
+          'headpose': Augmented POSIT headpose [yaw, pithc, roll]
+          }
+
+Extra features while debugging:
+sample = { ...
+          'landmarks_ori' = Ground truth landmarks before augmentation (ref image)
+          'visible_ori' = Ground truth visibilities before augmentation
+          'mask_ldm_ori' = Ground truth mask before augmentation
+          'headpose_ori' = Ground truth headpose before augmentation (if available)
+         }
+```
+
+## Visualizers
+The dataloader framework provides complementary visualizers to further understand the databases,
+datasets and their difficulties:
+
+* ```./data/visualize/inspect_dataset.py```   
+Focus on the database annotations and the data augmentations, which allows us to 
+understand the training, validation and test datasets.
+
+* ```./data/visualize/inspect_heatmaps.py```   
+Extended visualizer version focus on understanding the heatmaps and boundaries features used for training.
+
+* ```./data/model3D/visualization.py```   
+Visualize the rigid facial 3D models used by SPIGA to project the initial coordinates of the GAT regressor.
diff --git a/SPIGA/spiga/data/visualize/__init__.py b/SPIGA/spiga/data/visualize/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/data/visualize/inspect_dataset.py b/SPIGA/spiga/data/visualize/inspect_dataset.py
new file mode 100644
index 0000000000000000000000000000000000000000..2fac34324fa47f455e096644585a147400a19e53
--- /dev/null
+++ b/SPIGA/spiga/data/visualize/inspect_dataset.py
@@ -0,0 +1,181 @@
+import cv2
+import random
+import numpy as np
+
+import spiga.data.loaders.dl_config as dl_cfg
+import spiga.data.loaders.dataloader as dl
+import spiga.data.visualize.plotting as plot
+
+
+def inspect_parser():
+    import argparse
+    pars = argparse.ArgumentParser(description='Data augmentation and dataset visualization. '
+                                               'Press Q to quit,'
+                                               'N to visualize the next image'
+                                               ' and any other key to visualize the next default data.')
+    pars.add_argument('database', type=str,
+                      choices=['wflw', '300wpublic', '300wprivate', 'cofw68', 'merlrav'], help='Database name')
+    pars.add_argument('-a', '--anns', type=str, default='train', help='Annotation type: test, train or valid')
+    pars.add_argument('-np', '--nopose', action='store_false', default=True, help='Avoid pose generation')
+    pars.add_argument('-c', '--clean', action='store_true', help='Process without data augmentation for train')
+    pars.add_argument('--shape', nargs='+', type=int, default=[256, 256], help='Image cropped shape (W,H)')
+    pars.add_argument('--img', nargs='+', type=int, default=None, help='Select specific image ids')
+    return pars.parse_args()
+
+
+class DatasetInspector:
+
+    def __init__(self, database, anns_type, data_aug=True, pose=True, image_shape=(256,256)):
+
+        data_config = dl_cfg.AlignConfig(database, anns_type)
+        data_config.image_size = image_shape
+        data_config.ftmap_size = image_shape
+        data_config.generate_pose = pose
+
+        if not data_aug:
+            data_config.aug_names = []
+
+        self.data_config = data_config
+        dataloader, dataset = dl.get_dataloader(1, data_config, debug=True)
+        self.dataset = dataset
+        self.dataloader = dataloader
+        self.colors_dft = {'lnd': (plot.GREEN, plot.RED), 'pose': (plot.BLUE, plot.GREEN, plot.RED)}
+
+    def show_dataset(self, ids_list=None):
+
+        if ids_list is None:
+            ids = self.get_idx(shuffle=self.data_config.shuffle)
+        else:
+            ids = ids_list
+
+        for img_id in ids:
+            data_dict = self.dataset[img_id]
+            crop_imgs, full_img = self.plot_features(data_dict)
+
+            # Plot crop
+            if 'merge' in crop_imgs.keys():
+                crop = crop_imgs['merge']
+            else:
+                crop = crop_imgs['lnd']
+            cv2.imshow('crop', crop)
+
+            # Plot full
+            cv2.imshow('image', full_img['lnd'])
+
+            key = cv2.waitKey()
+            if key == ord('q'):
+                break
+
+    def plot_features(self, data_dict, colors=None):
+
+        # Init variables
+        crop_imgs = {}
+        full_imgs = {}
+        if colors is None:
+            colors = self.colors_dft
+
+        # Cropped image
+        image = data_dict['image']
+        landmarks = data_dict['landmarks']
+        visible = data_dict['visible']
+        if np.any(np.isnan(visible)):
+            visible = None
+        mask = data_dict['mask_ldm']
+
+        # Full image
+        if 'image_ori' in data_dict.keys():
+            image_ori = data_dict['image_ori']
+        else:
+            image_ori = cv2.imread(data_dict['imgpath'])
+        landmarks_ori = data_dict['landmarks_ori']
+        visible_ori = data_dict['visible_ori']
+        if np.any(np.isnan(visible_ori)):
+            visible_ori = None
+        mask_ori = data_dict['mask_ldm_ori']
+
+        # Plot landmarks
+        crop_imgs['lnd'] = self._plot_lnd(image, landmarks, visible, mask, colors=colors['lnd'])
+        full_imgs['lnd'] = self._plot_lnd(image_ori, landmarks_ori, visible_ori, mask_ori, colors=colors['lnd'])
+
+        if self.data_config.generate_pose:
+            rot, trl, cam_matrix = self._extract_pose(data_dict)
+
+            # Plot pose
+            crop_imgs['pose'] = plot.draw_pose(image, rot, trl, cam_matrix, euler=True, colors=colors['pose'])
+
+            # Plot merge features
+            crop_imgs['merge'] = plot.draw_pose(crop_imgs['lnd'], rot, trl, cam_matrix, euler=True, colors=colors['pose'])
+
+        return crop_imgs, full_imgs
+
+    def get_idx(self, shuffle=False):
+        ids = list(range(len(self.dataset)))
+        if shuffle:
+            random.shuffle(ids)
+        return ids
+
+    def reload_dataset(self, data_config=None):
+        if data_config is None:
+            data_config = self.data_config
+        dataloader, dataset = dl.get_dataloader(1, data_config, debug=True)
+        self.dataset = dataset
+        self.dataloader = dataloader
+
+    def _extract_pose(self, data_dict):
+        # Rotation and translation matrix
+        pose = data_dict['pose']
+        rot = pose[:3]
+        trl = pose[3:]
+
+        # Camera matrix
+        cam_matrix = data_dict['cam_matrix']
+
+        # Check for ground truth anns
+        if 'headpose_ori' in data_dict.keys():
+            if len(self.data_config.aug_names) == 0:
+                print('Image headpose generated by ground truth data')
+                pose_ori = data_dict['headpose_ori']
+                rot = pose_ori
+
+        return rot, trl, cam_matrix
+
+    def _plot_lnd(self, image, landmarks, visible, mask, max_shape_thr=720, colors=None):
+
+        if colors is None:
+            colors = self.colors_dft['lnd']
+
+        # Full image plots
+        W, H, C = image.shape
+
+        # Original image resize if need it
+        if W > max_shape_thr or H > max_shape_thr:
+            max_shape = max(W, H)
+            scale_factor = max_shape_thr / max_shape
+            resize_shape = (int(H * scale_factor), int(W * scale_factor))
+            image_out = plot.draw_landmarks(image, landmarks, visible=visible, mask=mask,
+                                            thick_scale=1 / scale_factor, colors=colors)
+            image_out = cv2.resize(image_out, resize_shape)
+        else:
+            image_out = plot.draw_landmarks(image, landmarks, visible=visible, mask=mask, colors=colors)
+
+        return image_out
+
+
+if __name__ == '__main__':
+    args = inspect_parser()
+    data_aug = True
+    database = args.database
+    anns_type = args.anns
+    pose = args.nopose
+    select_img = args.img
+    if args.clean:
+        data_aug = False
+
+    if len(args.shape) != 2:
+        raise ValueError('--shape requires two values: width and height. Ej: --shape 256 256')
+    else:
+        img_shape = tuple(args.shape)
+
+    visualizer = DatasetInspector(database, anns_type, data_aug=data_aug, pose=pose, image_shape=img_shape)
+    visualizer.show_dataset(ids_list=select_img)
+
diff --git a/SPIGA/spiga/data/visualize/inspect_heatmaps.py b/SPIGA/spiga/data/visualize/inspect_heatmaps.py
new file mode 100644
index 0000000000000000000000000000000000000000..63527ccfe2b4a57b1fce81d01da8e2ba51b0bac1
--- /dev/null
+++ b/SPIGA/spiga/data/visualize/inspect_heatmaps.py
@@ -0,0 +1,92 @@
+import cv2
+import numpy as np
+
+from spiga.data.visualize.inspect_dataset import DatasetInspector, inspect_parser
+
+
+class HeatmapInspector(DatasetInspector):
+
+    def __init__(self, database, anns_type, data_aug=True, image_shape=(256,256)):
+
+        super().__init__(database, anns_type, data_aug=data_aug, pose=False, image_shape=image_shape)
+
+        self.data_config.aug_names.append('heatmaps2D')
+        self.data_config.heatmap2D_norm = False
+        self.data_config.aug_names.append('boundaries')
+        self.data_config.shuffle = False
+        self.reload_dataset()
+
+    def show_dataset(self, ids_list=None):
+
+        if ids_list is None:
+            ids = self.get_idx(shuffle=self.data_config.shuffle)
+        else:
+            ids = ids_list
+
+        for img_id in ids:
+            data_dict = self.dataset[img_id]
+
+            crop_imgs, _ = self.plot_features(data_dict)
+
+            # Plot landmark crop
+            cv2.imshow('crop', crop_imgs['lnd'])
+
+            # Plot landmarks 2D (group)
+            crop_allheats = self._plot_heatmaps2D(data_dict)
+
+            # Plot boundaries shape
+            cv2.imshow('boundary', np.max(data_dict['boundary'], axis=0))
+
+            for lnd_idx in range(self.data_config.database.num_landmarks):
+                # Heatmaps 2D
+                crop_heats = self._plot_heatmaps2D(data_dict, lnd_idx)
+                maps = cv2.hconcat([crop_allheats['heatmaps2D'], crop_heats['heatmaps2D']])
+                cv2.imshow('heatmaps', maps)
+
+                key = cv2.waitKey()
+                if key == ord('q'):
+                    break
+                if key == ord('n'):
+                    break
+
+            if key == ord('q'):
+                break
+
+    def _plot_heatmaps2D(self, data_dict, heatmap_id=None):
+
+        # Variables
+        heatmaps = {}
+        image = data_dict['image']
+
+        if heatmap_id is None:
+            heatmaps2D = data_dict['heatmap2D']
+            heatmaps2D = np.max(heatmaps2D, axis=0)
+        else:
+            heatmaps2D = data_dict['heatmap2D'][heatmap_id]
+
+        # Plot maps
+        heatmaps['heatmaps2D'] = self._merge_imgmap(image, heatmaps2D)
+        return heatmaps
+
+    def _merge_imgmap(self, image, maps):
+        crop_maps = cv2.applyColorMap(np.uint8(255 * maps), cv2.COLORMAP_JET)
+        return cv2.addWeighted(image, 0.7, crop_maps, 0.3, 0)
+
+
+if __name__ == '__main__':
+
+    args = inspect_parser()
+    data_aug = True
+    database = args.database
+    anns_type = args.anns
+    select_img = args.img
+    if args.clean:
+        data_aug = False
+
+    if len(args.shape) != 2:
+        raise ValueError('--shape requires two values: width and height. Ej: --shape 256 256')
+    else:
+        img_shape = tuple(args.shape)
+
+    visualizer = HeatmapInspector(database, anns_type, data_aug, image_shape=img_shape)
+    visualizer.show_dataset(ids_list=select_img)
diff --git a/SPIGA/spiga/data/visualize/plotting.py b/SPIGA/spiga/data/visualize/plotting.py
new file mode 100644
index 0000000000000000000000000000000000000000..76661f33cf61807a957def360d07277bbd7db6e3
--- /dev/null
+++ b/SPIGA/spiga/data/visualize/plotting.py
@@ -0,0 +1,97 @@
+import matplotlib.pyplot as plt
+import numpy as np
+import cv2
+
+import spiga.data.loaders.augmentors.utils as dlu
+
+BLUE = (255, 0, 0)
+GREEN = (0, 255, 0)
+RED = (0, 0, 255)
+PURPLE = (128, 0, 128)
+
+
+def draw_landmarks(image, landmarks, visible=None, mask=None, thick_scale=1, colors=(GREEN, RED)):
+    # Fix variable
+    thick = int(2 * thick_scale + 0.5)
+    # Initialize variables if need it
+    if visible is None:
+        visible = np.ones(len(landmarks))
+    if mask is None:
+        mask = np.ones(len(landmarks))
+
+    mask = np.array(mask, dtype=bool)
+    visible = np.array(visible, dtype=bool)
+
+    # Clean and split landmarks
+    landmarks = landmarks[mask]
+    visible = visible[mask]
+    ldm_vis = landmarks[visible]
+    not_visible = np.logical_not(visible)
+    ldm_notvis = landmarks[not_visible]
+
+    # Plot landmarks
+    if image.shape[0] == 3:
+        image = image.transpose(1, 2, 0)
+
+    canvas = image.copy()
+    canvas = _write_circles(canvas, ldm_vis, color=colors[0], thick=thick)
+    canvas = _write_circles(canvas, ldm_notvis, color=colors[1], thick=thick)
+
+    return canvas
+
+
+def _write_circles(canvas, landmarks, color=RED, thick=2):
+    for xy in landmarks:
+        xy = np.array(xy+0.5, dtype=int)
+        canvas = cv2.circle(canvas, (xy[0], xy[1]), thick, color, -1)
+    return canvas
+
+
+def plot_landmarks_pil(image, landmarks, visible=None, mask=None):
+
+    # Initialize variables if need it
+    if visible is None:
+        visible = np.ones(len(landmarks))
+    if mask is None:
+        mask = np.ones(len(landmarks))
+
+    mask = np.array(mask, dtype=bool)
+    visible = np.array(visible, dtype=bool)
+    not_visible = np.logical_not(visible)
+
+    # Clean and split landmarks
+    landmarks = landmarks[mask]
+    ldm_vis = landmarks[visible]
+    ldm_notvis = landmarks[not_visible]
+
+    # Plot landmarks
+    if image.shape[0] == 3:
+        image = image.transpose(1, 2, 0)
+
+    plt.imshow(image / 255)
+    plt.scatter(ldm_vis[:, 0], ldm_vis[:, 1], s=10, marker='.', c='g')
+    plt.scatter(ldm_notvis[:, 0], ldm_notvis[:, 1], s=10, marker='.', c='r')
+    plt.show()
+
+
+def draw_pose(img, rot, trl, K, euler=False, size=0.5, colors=(BLUE, GREEN, RED)):
+    if euler:
+        rot = dlu.euler_to_rotation_matrix(rot)
+
+    canvas = img.copy()
+    rotV, _ = cv2.Rodrigues(rot)
+    points = np.float32([[size, 0, 0], [0, -size, 0], [0, 0, -size], [0, 0, 0]]).reshape(-1, 3)
+    axisPoints, _ = cv2.projectPoints(points, rotV, trl, K, (0, 0, 0, 0))
+    axisPoints = axisPoints.astype(int)
+    canvas = cv2.line(canvas, tuple(axisPoints[3].ravel()), tuple(axisPoints[2].ravel()), colors[0], 3)
+    canvas = cv2.line(canvas, tuple(axisPoints[3].ravel()), tuple(axisPoints[1].ravel()), colors[1], 3)
+    canvas = cv2.line(canvas, tuple(axisPoints[3].ravel()), tuple(axisPoints[0].ravel()), colors[2], 3)
+
+    return canvas
+
+
+def enhance_heatmap(heatmap):
+    map_aux = heatmap - heatmap.min()
+    map_aux = map_aux / map_aux.max()
+    map_img = cv2.applyColorMap((map_aux * 255).astype(np.uint8), cv2.COLORMAP_BONE)
+    return map_img
diff --git a/SPIGA/spiga/demo/__init__.py b/SPIGA/spiga/demo/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/demo/analyze/__init__.py b/SPIGA/spiga/demo/analyze/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/demo/analyze/analyzer.py b/SPIGA/spiga/demo/analyze/analyzer.py
new file mode 100644
index 0000000000000000000000000000000000000000..33b7514796661ea3b2dac6294aa32880dc4bd772
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/analyzer.py
@@ -0,0 +1,53 @@
+import copy
+
+# Demo libs
+import spiga.demo.analyze.extract.processor as pr
+
+
+class VideoAnalyzer:
+    def __init__(self, tracker, processor=pr.EmptyProcessor()):
+        self.tracker = tracker
+        self.processor = processor
+        self.tracked_obj = []
+
+    def process_frame(self, image):
+        image = copy.copy(image)
+        self.tracked_obj = self.tracker.process_frame(image, self.tracked_obj)
+        if len(self.tracked_obj) > 0:
+            self.tracked_obj = self.processor.process_frame(image, self.tracked_obj)
+        self.tracked_obj = self._add_attributes()
+        return self.tracked_obj
+
+    def plot_features(self, image, plotter, show_attributes):
+        for obj in self.tracked_obj:
+            image = obj.plot_features(image, plotter, show_attributes)
+        return image
+
+    def get_attributes(self, names):
+
+        # Check input type
+        single_name = False
+        if isinstance(names, str):
+            names = [names]
+            single_name = True
+
+        attributes = {}
+        for name in names:
+            attribute = []
+            for obj in self.tracked_obj:
+                attribute.append(obj.get_attributes(name))
+            attributes[name] = attribute
+
+        if single_name:
+            return attribute
+        else:
+            return attributes
+
+    def _add_attributes(self):
+        for obj in self.tracked_obj:
+            if not obj.has_processor():
+                obj.attributes += self.processor.attributes
+                obj.attributes += self.tracker.attributes
+                obj.drawers.append(self.processor.plot_features)
+                obj.drawers.append(self.tracker.plot_features)
+        return self.tracked_obj
diff --git a/SPIGA/spiga/demo/analyze/extract/__init__.py b/SPIGA/spiga/demo/analyze/extract/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/demo/analyze/extract/processor.py b/SPIGA/spiga/demo/analyze/extract/processor.py
new file mode 100644
index 0000000000000000000000000000000000000000..5e62fd89cce5031670c7a63c98a8f27df0dc332c
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/extract/processor.py
@@ -0,0 +1,58 @@
+
+
+class Processor:
+    def __init__(self):
+        self.attributes = []
+
+    def process_frame(self, frame, tracked_obj):
+        """
+        Process tracked objects to extract interesting features.
+        :param frame: OpenCV image.
+        :param tracked_obj: List with the objects to be processed.
+        """
+        raise NotImplementedError()
+
+    def plot_features(self, image, features, plotter, show_attributes):
+        """
+        Visualize objects detected in the input image.
+        :param image: OpenCV image.
+        :param features: List of object features detect after processing the frame.
+        :param plotter: Plotter interface.
+        :param show_attributes: Selected object attributes to be displayed.
+        """
+        raise NotImplementedError()
+
+
+class EmptyProcessor(Processor):
+    def __init__(self):
+        super().__init__()
+
+    def process_frame(self, frame, tracked_obj):
+        return tracked_obj
+
+    def plot_features(self, image, features, plotter, show_attributes):
+        return image
+
+
+class ProcessorsGroup(Processor):
+    def __init__(self):
+        super().__init__()
+        self.group = []
+
+    def process_frame(self, frame, tracked_obj):
+        for elem in self.group:
+            tracked_obj = elem.process_frame(frame, tracked_obj)
+        return tracked_obj
+
+    def plot_features(self, image, features, plotter, show_attributes):
+        for elem in self.group:
+            image = elem.plot_features(image, features, plotter, show_attributes)
+        return image
+
+    def add_processor(self, processor):
+        self.group.append(processor)
+        self.attributes += processor.attributes
+
+    def get_number_of_processors(self):
+        return len(self.group)
+
diff --git a/SPIGA/spiga/demo/analyze/extract/spiga_processor.py b/SPIGA/spiga/demo/analyze/extract/spiga_processor.py
new file mode 100644
index 0000000000000000000000000000000000000000..1e0ef38c20f807f310cd3d7b7bcc2f20f74f7149
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/extract/spiga_processor.py
@@ -0,0 +1,60 @@
+# SPIGA library
+import spiga.inference.config as model_cfg
+from spiga.inference.framework import SPIGAFramework
+
+# Demo modules
+import spiga.demo.analyze.extract.processor as pr
+
+
+class SPIGAProcessor(pr.Processor):
+
+    def __init__(self,
+                 dataset='wflw',
+                 features=('lnd', 'pose'),
+                 gpus=[0]):
+
+        super().__init__()
+
+        # Configure and load processor
+        self.processor_cfg = model_cfg.ModelConfig(dataset)
+        self.processor = SPIGAFramework(self.processor_cfg, gpus=gpus)
+
+        # Define attributes
+        if 'lnd' in features:
+            self.attributes.append('landmarks')
+            self.attributes.append('landmarks_ids')
+        if 'pose' in features:
+            self.attributes.append('headpose')
+
+    def process_frame(self, frame, tracked_obj):
+        bboxes = []
+        for obj in tracked_obj:
+            x1, y1, x2, y2 = obj.bbox[:4]
+            bbox_wh = [x1, y1, x2-x1, y2-y1]
+            bboxes.append(bbox_wh)
+        features = self.processor.inference(frame, bboxes)
+
+        for obj_idx in range(len(tracked_obj)):
+            # Landmarks output
+            if 'landmarks' in self.attributes:
+                tracked_obj[obj_idx].landmarks = features['landmarks'][obj_idx]
+                tracked_obj[obj_idx].landmarks_ids = self.processor_cfg.dataset.ldm_ids
+            # Headpose output
+            if 'headpose' in self.attributes:
+                tracked_obj[obj_idx].headpose = features['headpose'][obj_idx]
+
+        return tracked_obj
+
+    def plot_features(self, image, features, plotter, show_attributes):
+
+        if 'landmarks' in self.attributes and 'landmarks' in show_attributes:
+            x1, y1, x2, y2 = features.bbox[:4]
+            thick = int(plotter.landmarks.thickness['lnd'] * (x2-x1)/200 + 0.5)
+            if thick == 0:
+                thick = 1
+            image = plotter.landmarks.draw_landmarks(image, features.landmarks, thick=thick)
+
+        if 'headpose' in self.attributes and 'headpose' in show_attributes:
+            image = plotter.hpose.draw_headpose(image, features.bbox[:5],
+                                                features.headpose[:3], features.headpose[3:], euler=True)
+        return image
diff --git a/SPIGA/spiga/demo/analyze/features/__init__.py b/SPIGA/spiga/demo/analyze/features/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/demo/analyze/features/basic.py b/SPIGA/spiga/demo/analyze/features/basic.py
new file mode 100644
index 0000000000000000000000000000000000000000..f7d3dbae466c5aa3f33866b82cd51e470b7111b1
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/features/basic.py
@@ -0,0 +1,40 @@
+
+class ObjectAnalyzed:
+
+    def __init__(self):
+        # Processor addons
+        self.attributes = []
+        self.drawers = []
+
+    def has_processor(self):
+        if len(self.attributes) > 0:
+            return True
+        else:
+            return False
+
+    def plot_features(self, image, plotter, show_attributes):
+        for drawer in self.drawers:
+            image = drawer(image, self, plotter, show_attributes)
+        return image
+
+    def get_attributes(self, names=None):
+
+        # Initialization by input type
+        single_name = False
+        if names is None:
+            names = self.attributes
+        elif isinstance(names, str):
+            names = [names]
+            single_name = True
+
+        attributes = {}
+        attribute = []
+        for name in names:
+            if name in self.attributes and name in self.__dict__.keys():
+                attribute = getattr(self, name)
+                attributes[name] = attribute
+
+        if single_name:
+            return attribute
+        else:
+            return attributes
\ No newline at end of file
diff --git a/SPIGA/spiga/demo/analyze/features/face.py b/SPIGA/spiga/demo/analyze/features/face.py
new file mode 100644
index 0000000000000000000000000000000000000000..cf15b49f2609be3f4d037994fbec50083294ca4e
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/features/face.py
@@ -0,0 +1,20 @@
+import numpy as np
+
+# Demo libs
+from spiga.demo.analyze.features.basic import ObjectAnalyzed
+
+
+class Face(ObjectAnalyzed):
+
+    def __init__(self):
+        super().__init__()
+        self.bbox = np.zeros(5)
+        self.key_landmarks = - np.ones((5, 2))
+        self.landmarks = None
+        self.face_id = -1
+        self.past_states = []
+        self.num_past_states = 5
+
+
+
+
diff --git a/SPIGA/spiga/demo/analyze/track/__init__.py b/SPIGA/spiga/demo/analyze/track/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/demo/analyze/track/get_tracker.py b/SPIGA/spiga/demo/analyze/track/get_tracker.py
new file mode 100644
index 0000000000000000000000000000000000000000..b8495b47938dc557e01944b784f803e2b8f3db9e
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/track/get_tracker.py
@@ -0,0 +1,13 @@
+# Demo libs
+import spiga.demo.analyze.track.retinasort.zoo as zoo_rs
+
+zoos = [zoo_rs]
+
+
+def get_tracker(model_name):
+    for zoo in zoos:
+        model = zoo.get_tracker(model_name)
+        if model is not None:
+            return model
+
+    raise NotImplementedError('Tracker name not available')
diff --git a/SPIGA/spiga/demo/analyze/track/retinasort/__init__.py b/SPIGA/spiga/demo/analyze/track/retinasort/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/demo/analyze/track/retinasort/config.py b/SPIGA/spiga/demo/analyze/track/retinasort/config.py
new file mode 100644
index 0000000000000000000000000000000000000000..b0c3ca78e73af40d4e4bd5500059986702c49654
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/track/retinasort/config.py
@@ -0,0 +1,81 @@
+
+
+cfg_retinasort = {
+
+    'retina': {
+        'model_name': 'mobile0.25',
+        'extra_features': ['landmarks'],
+        'postreat': {
+            'resize': 1.,
+            'score_thr': 0.75,
+            'top_k': 5000,
+            'nms_thr': 0.4,
+            'keep_top_k': 50}
+        },
+
+    'sort': {
+        'max_age': 1,
+        'min_hits': 3,
+        'iou_threshold': 0.3,
+    }
+}
+
+cfg_retinasort_res50 = {
+
+    'retina': {
+        'model_name': 'resnet50',
+        'extra_features': ['landmarks'],
+        'postreat': {
+            'resize': 1.,
+            'score_thr': 0.75,
+            'top_k': 5000,
+            'nms_thr': 0.4,
+            'keep_top_k': 50}
+        },
+
+    'sort': {
+        'max_age': 1,
+        'min_hits': 3,
+        'iou_threshold': 0.3,
+    }
+}
+
+cfg_retinasort_cav3d = {
+
+    'retina': {
+        'model_name': 'resnet50',
+        'extra_features': ['landmarks'],
+        'postreat': {
+            'resize': 1.,
+            'score_thr': 0.95,
+            'top_k': 5000,
+            'nms_thr': 0.8,
+            'keep_top_k': 50}
+        },
+
+    'sort': {
+        'max_age': 90,
+        'min_hits': 3,
+        'iou_threshold': 0.3,
+    }
+}
+
+cfg_retinasort_av16 = {
+
+    'retina': {
+        'model_name': 'resnet50',
+        'extra_features': ['landmarks'],
+        'postreat': {
+            'resize': 1.,
+            'score_thr': 0.75,
+            'top_k': 5000,
+            'nms_thr': 0.8,
+            'keep_top_k': 50}
+        },
+
+    'sort': {
+        'max_age': 90,
+        'min_hits': 3,
+        'iou_threshold': 0.3,
+    }
+}
diff --git a/SPIGA/spiga/demo/analyze/track/retinasort/face_tracker.py b/SPIGA/spiga/demo/analyze/track/retinasort/face_tracker.py
new file mode 100644
index 0000000000000000000000000000000000000000..cdb2e4e1af749098477734e6f9a0112d9dabeaec
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/track/retinasort/face_tracker.py
@@ -0,0 +1,82 @@
+import numpy as np
+
+# Third party algorithms. Implementation maintained by SPIGA authors.
+import sort_tracker
+import retinaface
+
+# My libs
+import spiga.demo.analyze.track.retinasort.config as cfg
+import spiga.demo.analyze.track.tracker as tracker
+import spiga.demo.analyze.features.face as ft_face
+
+
+class RetinaSortTracker(tracker.Tracker):
+
+    def __init__(self, config=cfg.cfg_retinasort, device='cuda'):
+        super().__init__()
+
+        self.detector = retinaface.RetinaFaceDetector(model=config['retina']['model_name'],
+                                                      device=device,
+                                                      extra_features=config['retina']['extra_features'],
+                                                      cfg_postreat=config['retina']['postreat'])
+
+        self.associator = sort_tracker.Sort(max_age=config['sort']['max_age'],
+                                            min_hits=config['sort']['min_hits'],
+                                            iou_threshold=config['sort']['iou_threshold'])
+        self.obj_type = ft_face.Face
+        self.attributes += ['bbox', 'face_id', 'key_landmarks']
+
+    def process_frame(self, image, tracked_obj):
+        # tracked_obj = []
+        features = self.detector.inference(image)
+        bboxes = features['bbox']
+        bboxes = self._code_bbox_idx(bboxes)
+        bboxes_id = self.associator.update(bboxes)
+        bboxes_id, bbox_idx = self._decode_bbox_idx(bboxes_id)
+        final_tracked_obj = []
+        for idx, bbox in enumerate(bboxes_id):
+            founded_flag = False
+            for past_obj in tracked_obj:
+                if past_obj.face_id == bbox[-1]:
+                    past_obj.bbox = bbox[:5]
+                    past_obj = self._update_extra_features(
+                        past_obj, features, bbox_idx[idx])
+                    final_tracked_obj.append(past_obj)
+                    tracked_obj.remove(past_obj)
+                    founded_flag = True
+                    break
+
+            if not founded_flag:
+                new_obj = self.obj_type()
+                new_obj.bbox = bbox[:5]
+                new_obj.face_id = bbox[5]
+                new_obj = self._update_extra_features(
+                    new_obj, features, bbox_idx[idx])
+                final_tracked_obj.append(new_obj)
+
+        return final_tracked_obj
+
+    def plot_features(self, image, features, plotter, show_attributes):
+        if 'bbox' in show_attributes:
+            image = plotter.bbox.draw_bbox(image, features.bbox)
+        if 'face_id' in show_attributes:
+            text_id = 'Face Id: %i' % features.face_id
+            image = plotter.bbox.draw_bbox_text(image, features.bbox, text_id, offset=(
+                0, -10), color=plotter.basic.colors['blue'])
+            image = plotter.bbox.draw_bbox_line(image, features.bbox)
+        return image
+
+    def _code_bbox_idx(self, bboxes):
+        bboxes = np.array(bboxes)
+        bboxes[:, 4] += (np.arange(len(bboxes)) - 0.001)
+        return bboxes
+
+    def _decode_bbox_idx(self, bboxes):
+        bboxes = np.array(bboxes)
+        idx = bboxes[:, 4].astype(int)
+        bboxes[:, 4] = bboxes[:, 4] % 1 + 0.001
+        return bboxes, idx
+
+    def _update_extra_features(self, obj, features, idx):
+        obj.key_landmarks = features['landmarks'][idx]
+        return obj
diff --git a/SPIGA/spiga/demo/analyze/track/retinasort/zoo.py b/SPIGA/spiga/demo/analyze/track/retinasort/zoo.py
new file mode 100644
index 0000000000000000000000000000000000000000..19a95c06d4ba7587fc1fe97f3f9f4a74be120ac9
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/track/retinasort/zoo.py
@@ -0,0 +1,22 @@
+# My libs
+import spiga.demo.analyze.track.retinasort.face_tracker as tr
+import spiga.demo.analyze.track.retinasort.config as cfg_tr
+import torch
+
+
+def get_tracker(model_name):
+    device = 'cuda' if torch.cuda.is_available() else 'cpu'
+    # MobileNet Backbone
+    if model_name == 'RetinaSort':
+        return tr.RetinaSortTracker(device=device)
+    # ResNet50 Backbone
+    if model_name == 'RetinaSort_Res50':
+        return tr.RetinaSortTracker(cfg_tr.cfg_retinasort_res50, device=device)
+    # Config CAV3D: https://ict.fbk.eu/units/speechtek/cav3d/
+    if model_name == 'RetinaSort_cav3d':
+        return tr.RetinaSortTracker(cfg_tr.cfg_retinasort_cav3d, device=device)
+    # Config AV16: https://ict.fbk.eu/units/speechtek/cav3d/
+    if model_name == 'RetinaSort_av16':
+        return tr.RetinaSortTracker(cfg_tr.cfg_retinasort_av16, device=device)
+
+    return None
diff --git a/SPIGA/spiga/demo/analyze/track/tracker.py b/SPIGA/spiga/demo/analyze/track/tracker.py
new file mode 100644
index 0000000000000000000000000000000000000000..0199ca826820bb92511a242c350696690500ed73
--- /dev/null
+++ b/SPIGA/spiga/demo/analyze/track/tracker.py
@@ -0,0 +1,25 @@
+
+class Tracker:
+    """
+     Object detection and tracking interface in a video stream
+    """
+    def __init__(self):
+        self.attributes = []
+
+    def process_frame(self, image, tracked_obj):
+        """
+        Detect and track objects in the input image.
+        :param image: OpenCV image.
+        :param tracked_obj: List with the objects found.
+        """
+        raise NotImplementedError()
+
+    def plot_features(self, image, features, plotter, show_attributes):
+        """
+        Visualize objects detected in the input image.
+        :param image: OpenCV image.
+        :param features: List of object features detect after processing the frame.
+        :param plotter: Plotter interface.
+        :param show_attributes: Selected object attributes to be displayed.
+        """
+        raise NotImplementedError()
diff --git a/SPIGA/spiga/demo/app.py b/SPIGA/spiga/demo/app.py
new file mode 100644
index 0000000000000000000000000000000000000000..659ec537f986a11eac66bd2ec84955e7b8f8f70e
--- /dev/null
+++ b/SPIGA/spiga/demo/app.py
@@ -0,0 +1,107 @@
+import os
+import cv2
+import pkg_resources
+
+# My libs
+import spiga.demo.analyze.track.get_tracker as tr
+import spiga.demo.analyze.extract.spiga_processor as pr_spiga
+from spiga.demo.analyze.analyzer import VideoAnalyzer
+from spiga.demo.visualize.viewer import Viewer
+
+# Paths
+video_out_path_dft = pkg_resources.resource_filename('spiga', 'demo/outputs')
+if not os.path.exists(video_out_path_dft):
+    os.makedirs(video_out_path_dft)
+
+
+def main():
+    import argparse
+    pars = argparse.ArgumentParser(description='Face App')
+    pars.add_argument('-i', '--input', type=str, default='0', help='Video input')
+    pars.add_argument('-d', '--dataset', type=str, default='wflw',
+                      choices=['wflw', '300wpublic', '300wprivate', 'merlrav'],
+                      help='SPIGA pretrained weights per dataset')
+    pars.add_argument('-t', '--tracker', type=str, default='RetinaSort',
+                      choices=['RetinaSort', 'RetinaSort_Res50'], help='Tracker name')
+    pars.add_argument('-sh', '--show',  nargs='+', type=str, default=['fps', 'face_id', 'landmarks', 'headpose'],
+                      choices=['fps', 'bbox', 'face_id', 'landmarks', 'headpose'],
+                      help='Select the attributes of the face to be displayed ')
+    pars.add_argument('-s', '--save', action='store_true', help='Save record')
+    pars.add_argument('-nv', '--noview', action='store_false', help='Do not visualize the window')
+    pars.add_argument('--outpath', type=str, default=video_out_path_dft, help='Video output directory')
+    pars.add_argument('--fps', type=int, default=30, help='Frames per second')
+    pars.add_argument('--shape', nargs='+', type=int, help='Visualizer shape (W,H)')
+    args = pars.parse_args()
+
+    if args.shape:
+        if len(args.shape) != 2:
+            raise ValueError('--shape requires two values: width and height. Ej: --shape 256 256')
+        else:
+            video_shape = tuple(args.shape)
+    else:
+        video_shape = None
+
+    if not args.noview and not args.save:
+        raise ValueError('No results will be saved neither shown')
+
+    video_app(args.input, spiga_dataset=args.dataset, tracker=args.tracker, fps=args.fps,
+              save=args.save, output_path=args.outpath, video_shape=video_shape, visualize=args.noview, plot=args.show)
+
+
+def video_app(input_name, spiga_dataset=None, tracker=None, fps=30, save=False,
+              output_path=video_out_path_dft, video_shape=None, visualize=True, plot=()):
+
+    # Load video
+    try:
+        capture = cv2.VideoCapture(int(input_name))
+        video_name = None
+        if not visualize:
+            print('WARNING: Webcam must be visualized in order to close the app')
+        visualize = True
+
+    except:
+        try:
+            capture = cv2.VideoCapture(input_name)
+            video_name = input_name.split('/')[-1][:-4]
+        except:
+            raise ValueError('Input video path %s not valid' % input_name)
+
+    if capture is not None:
+        # Initialize viewer
+        if video_shape is not None:
+            vid_w, vid_h = video_shape
+        else:
+            vid_w, vid_h = capture.get(3), capture.get(4)
+        viewer = Viewer('face_app', width=vid_w, height=vid_h, fps=fps)
+        if save:
+            viewer.record_video(output_path, video_name)
+
+        # Initialize face tracker
+        faces_tracker = tr.get_tracker(tracker)
+        faces_tracker.detector.set_input_shape(capture.get(4), capture.get(3))
+        # Initialize processors
+        processor = pr_spiga.SPIGAProcessor(dataset=spiga_dataset)
+        # Initialize Analyzer
+        faces_analyzer = VideoAnalyzer(faces_tracker, processor=processor)
+
+        # Convert FPS to the amount of milliseconds that each frame will be displayed
+        if visualize:
+            viewer.start_view()
+        while capture.isOpened():
+            ret, frame = capture.read()
+            if ret:
+                # Process frame
+                faces_analyzer.process_frame(frame)
+                # Show results
+                key = viewer.process_image(frame, drawers=[faces_analyzer], show_attributes=plot)
+                if key:
+                    break
+            else:
+                break
+
+        capture.release()
+        viewer.close()
+
+
+if __name__ == '__main__':
+    main()
diff --git a/SPIGA/spiga/demo/readme.md b/SPIGA/spiga/demo/readme.md
new file mode 100644
index 0000000000000000000000000000000000000000..17368cfd467486f6979e9e67255b642956e654d3
--- /dev/null
+++ b/SPIGA/spiga/demo/readme.md
@@ -0,0 +1,62 @@
+## Face Video-Analyzer Framework
+This demo application provides a general framework for tracking, detecting and extracting features of human faces in images or videos. 
+Currently, the following tools  are integrated in a video-demo available at ```./spiga/demo/app.py```:
+
+* Tracking:
+    * FaceTracker : RetinaFace + SORT.
+    * Detectors:
+        * RetinaFace (bbox + 5 landmarks).
+            * Backbone Mobilenet 0.25.
+            * Backbone Resnet50.
+    * Associators:
+        * SORT: Frame by frame
+* Extractors:
+    * SPIGA architecture 
+        * Features: Landmarks and headpose.
+        * Datasets: 300W Public, 300W Private, WFLW, MERLRAV.
+* Viewers:
+    * Landmarks, headpose and bbox (score + face_id).
+
+### Demo Application
+
+```
+python ./spiga/demo/app.py \
+            [--input] \      # Webcam ID or Video Path. Dft: Webcam '0'.
+            [--dataset] \    # SPIGA pretrained weights per dataset. Dft: 'wflw'.
+            [--tracker] \    # Tracker name. Dft: 'RetinaSort'.
+            [--show] \       # Select the attributes of the face to be displayed. Dft: ['fps', 'face_id', 'landmarks', 'headpose']
+            [--save] \       # Save record.
+            [--noview] \     # Do not visualize window.
+            [--outpath] \    # Recorded output directory. Dft: './spiga/demo/outputs'
+            [--fps] \        # Frames per second.
+            [--shape] \      # Visualizer shape (W,H).
+```
+
+### Code Structure
+The demo framework has been organised according to the following structure:
+
+```
+./spiga/demo/
+| app.py                            # Video-demo
+|
+└───analyze                                  
+│   | analyzer.py                   # Generic video/image analyzer compositor
+│   │
+│   └───features                    # Object/Faces classes
+│   │
+│   └───track                       # Task heads 
+│   |   | tracker.py                # Tracker class         
+│   |   | get_tracker.py            # Get model tracker from zoo by name
+│   |   └─── retinasort             # RetinaFace + SORT tracker (tracker + zoo files)
+|   |
+|   └───extract
+|       | processor.py              # Processor classes
+|       └ spiga_processor.py        # SPIGA wrapper
+|   
+└───visualize
+|   | viewer.py                     # Viewer manager
+|   | plotter.py                    # Englobe available features drawers
+|   └─── layouts                    # Landmarks, bbox, headpose drawers
+|
+└───utils                           # Video converters
+```
\ No newline at end of file
diff --git a/SPIGA/spiga/demo/utils/__init__.py b/SPIGA/spiga/demo/utils/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/demo/utils/frames2video.py b/SPIGA/spiga/demo/utils/frames2video.py
new file mode 100644
index 0000000000000000000000000000000000000000..eaba367ff17ba2ed0ae09ecd387a98c106d4e06b
--- /dev/null
+++ b/SPIGA/spiga/demo/utils/frames2video.py
@@ -0,0 +1,62 @@
+import os
+import cv2
+
+
+def main():
+    import argparse
+    pars = argparse.ArgumentParser(description='Frames to video converter')
+    pars.add_argument('frames', type=str, help='Frames directory')
+    pars.add_argument('vidname', type=str, help='Output video name')
+    pars.add_argument('-o', '--outpath', type=str, default=None, help='Save record')
+    pars.add_argument('--fps', type=int, default=30, help='Frames per second')
+    pars.add_argument('--shape', nargs='+', type=int, help='Visualizer shape (W,H)')
+    args = pars.parse_args()
+
+    if args.shape:
+        if len(args.shape) != 2:
+            raise ValueError('--shape requires two values: width and height. Ej: --shape 256 256')
+        else:
+            video_shape = tuple(args.shape)
+    else:
+        video_shape = None
+
+    frames2video(args.frames, args.vidname, video_path=args.outpath, video_shape=video_shape, fps=args.fps)
+
+
+def frames2video(frames_path, video_name, video_path=None, video_shape=None, fps=30):
+
+    frames_names = sorted(os.listdir(frames_path))
+
+    if video_path is None:
+        video_path = frames_path + '/vid_out/'
+
+    if not os.path.exists(video_path):
+        os.makedirs(video_path)
+
+    video_file = os.path.join(video_path, video_name + '.mp4')
+    if video_shape is None:
+        video_writer = None
+    else:
+        vid_w, vid_h = video_shape
+        video_writer = cv2.VideoWriter(video_file, cv2.VideoWriter_fourcc(*'MP4V'), fps, (vid_w, vid_h))
+
+    for frame_name in frames_names:
+        if frame_name.split('.')[-1] not in ['jpg', 'jpeg', 'png', 'tif', 'tiff', 'eps', 'bmp', 'gif']:
+            print('File %s format doesnt match with an image ' % frame_name)
+            continue
+
+        frame_file = os.path.join(frames_path, frame_name)
+        frame = cv2.imread(frame_file)
+        if video_writer is None:
+            vid_h, vid_w = frame.shape[:2]
+            video_writer = cv2.VideoWriter(video_file, cv2.VideoWriter_fourcc(*'MP4V'), fps, (vid_w, vid_h))
+
+        if frame.shape[:2] != (vid_h, vid_w):
+            frame = cv2.resize(frame, (vid_w, vid_h))
+        video_writer.write(frame)
+
+    video_writer.release()
+
+
+if __name__ == '__main__':
+    main()
diff --git a/SPIGA/spiga/demo/visualize/__init__.py b/SPIGA/spiga/demo/visualize/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/demo/visualize/layouts/__init__.py b/SPIGA/spiga/demo/visualize/layouts/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/demo/visualize/layouts/plot_basics.py b/SPIGA/spiga/demo/visualize/layouts/plot_basics.py
new file mode 100644
index 0000000000000000000000000000000000000000..051f7c074e73e770067ae44be8ca4b3b35d91434
--- /dev/null
+++ b/SPIGA/spiga/demo/visualize/layouts/plot_basics.py
@@ -0,0 +1,40 @@
+import numpy as np
+import cv2
+
+
+class BasicLayout:
+
+    # Variables
+    colors = {'green': (0, 255, 0),
+              'red': (0, 0, 255),
+              'blue': (255, 0, 0),
+              'purple': (128, 0, 128),
+              'white': (255, 255, 255),
+              'black': (0, 0, 0)}
+
+    thickness_dft = {'circle': 2}
+
+    def __init__(self):
+        self.thickness = self.thickness_dft
+
+    def draw_circles(self, canvas, coord_list, color=colors['red'], thick=None):
+        if thick is None:
+            thick = self.thickness['circle']
+
+        for xy in coord_list:
+            xy = np.array(xy + 0.5, dtype=int)
+            canvas = cv2.circle(canvas, (xy[0], xy[1]), thick, color, -1)
+        return canvas
+
+    def update_thickness(self, thick_dict):
+        for k, v in thick_dict.items():
+            self.thickness[k] = v
+
+    def reset_thickness(self):
+        self.thickness = self.thickness_dft
+
+    def update_thick_byratio(self, ratio_dict):
+        for key, ratio in ratio_dict.items():
+            self.thickness[key] = int(self.thickness_dft[key] * ratio + 0.5)
+
+
diff --git a/SPIGA/spiga/demo/visualize/layouts/plot_bbox.py b/SPIGA/spiga/demo/visualize/layouts/plot_bbox.py
new file mode 100644
index 0000000000000000000000000000000000000000..96911b41fe4f678ae41d5a7eac1484700952b99e
--- /dev/null
+++ b/SPIGA/spiga/demo/visualize/layouts/plot_bbox.py
@@ -0,0 +1,53 @@
+import cv2
+
+# Demo libs
+from spiga.demo.visualize.layouts.plot_basics import BasicLayout
+
+
+class BboxLayout(BasicLayout):
+
+    BasicLayout.thickness_dft['bbox'] = 2
+
+    def __init__(self):
+        super().__init__()
+
+    def draw_bbox(self, canvas, bbox, score_thr=0, show_score=True, thick=None, color=BasicLayout.colors['blue']):
+
+        if thick is None:
+            thick = self.thickness['bbox']
+
+        if bbox[4] > score_thr:
+            text = "{:.4f}".format(bbox[4])
+            b = list(map(int, bbox))
+            cv2.rectangle(canvas, (b[0], b[1]), (b[2], b[3]), color, thick)
+            if show_score:
+                self.draw_bbox_text(canvas, b, text, offset=(0, 12), color=color)
+        return canvas
+
+    def draw_bbox_line(self, canvas, bbox, score_thr=0, show_score=True, thick=None, color=BasicLayout.colors['blue']):
+
+        if thick is None:
+            thick = self.thickness['bbox']
+
+        if bbox[4] > score_thr:
+            text = "{:.4f}".format(bbox[4])
+            b = list(map(int, bbox))
+            cv2.line(canvas, (b[0], b[1]), (b[0], b[1] + 15), color, thick)
+            cv2.line(canvas, (b[0], b[1]), (b[0] + 100, b[1]), color, thick)
+            if show_score:
+                self.draw_bbox_text(canvas, b, text, offset=(0, 12), color=color)
+        return canvas
+
+    def draw_bbox_text(self, canvas, bbox, text, offset=(0, 0), color=BasicLayout.colors['white']):
+        b = list(map(int, bbox))
+        cx = b[0] + offset[0]
+        cy = b[1] + offset[1]
+        cv2.putText(canvas, text, (cx, cy), cv2.FONT_HERSHEY_DUPLEX, 0.5, color)
+        return canvas
+
+    def draw_bboxes(self, canvas, dets, score_thr=0, show_score=True, thick=None, colors=(BasicLayout.colors['blue'])):
+        num_colors = len(colors)
+        for idx, bbox in enumerate(dets):
+            color = colors[idx % num_colors]
+            canvas = self.draw_bbox(canvas, bbox, score_thr=score_thr, show_score=show_score, thick=thick, color=color)
+        return canvas
diff --git a/SPIGA/spiga/demo/visualize/layouts/plot_headpose.py b/SPIGA/spiga/demo/visualize/layouts/plot_headpose.py
new file mode 100644
index 0000000000000000000000000000000000000000..ed0a39858dc7a813c103dd51829feac79e53560f
--- /dev/null
+++ b/SPIGA/spiga/demo/visualize/layouts/plot_headpose.py
@@ -0,0 +1,70 @@
+import numpy as np
+import cv2
+
+# Demo libs
+from spiga.demo.visualize.layouts.plot_basics import BasicLayout
+
+
+class HeadposeLayout(BasicLayout):
+
+    BasicLayout.thickness_dft['hpose'] = 2
+
+    def __init__(self):
+        super().__init__()
+        self.hpose_axe_length = 2
+        self.focal_ratio = 1
+
+    def draw_headpose(self, canvas, bbox, rot, trl, euler=False, len_axe=None, thick=None,
+                      colors=(BasicLayout.colors['blue'], BasicLayout.colors['green'], BasicLayout.colors['red'])):
+
+        trl = np.float32(trl)
+        rot = np.float32(rot)
+        K = self._camera_matrix(bbox)
+
+        # Init variables if need it
+        if len_axe is None:
+            len_axe = self.hpose_axe_length
+        if thick is None:
+            thick = self.thickness['hpose']
+
+        if euler:
+            rot = self._euler_to_rotation_matrix(rot)
+
+        rotV, _ = cv2.Rodrigues(rot)
+        points = np.float32([[len_axe, 0, 0], [0, -len_axe, 0], [0, 0, -len_axe], [0, 0, 0]]).reshape(-1, 3)
+        axisPoints, _ = cv2.projectPoints(points, rotV, trl, K, (0, 0, 0, 0))
+        canvas = cv2.line(canvas, tuple(axisPoints[3].ravel().astype(int)), tuple(axisPoints[2].ravel().astype(int)), colors[0], thick)
+        canvas = cv2.line(canvas, tuple(axisPoints[3].ravel().astype(int)), tuple(axisPoints[1].ravel().astype(int)), colors[1], thick)
+        canvas = cv2.line(canvas, tuple(axisPoints[3].ravel().astype(int)), tuple(axisPoints[0].ravel().astype(int)), colors[2], thick)
+        return canvas
+
+    @staticmethod
+    def _euler_to_rotation_matrix(headpose):
+        # http://euclideanspace.com/maths/geometry/rotations/conversions/eulerToMatrix/index.htm
+        # Change coordinates system
+        euler = np.array([-(headpose[0] - 90), -headpose[1], -(headpose[2] + 90)])
+        # Convert to radians
+        rad = euler * (np.pi / 180.0)
+        cy = np.cos(rad[0])
+        sy = np.sin(rad[0])
+        cp = np.cos(rad[1])
+        sp = np.sin(rad[1])
+        cr = np.cos(rad[2])
+        sr = np.sin(rad[2])
+        Ry = np.array([[cy, 0.0, sy], [0.0, 1.0, 0.0], [-sy, 0.0, cy]])  # yaw
+        Rp = np.array([[cp, -sp, 0.0], [sp, cp, 0.0], [0.0, 0.0, 1.0]])  # pitch
+        Rr = np.array([[1.0, 0.0, 0.0], [0.0, cr, -sr], [0.0, sr, cr]])  # roll
+        return np.matmul(np.matmul(Ry, Rp), Rr)
+
+    def _camera_matrix(self, bbox):
+        x1, y1, x2, y2 = bbox[:4]
+        w = x2-x1
+        h = y2-y1
+        focal_length_x = w * self.focal_ratio
+        focal_length_y = h * self.focal_ratio
+        face_center = (x1 + (w * 0.5)), (y1 + (h * 0.5))
+
+        cam_matrix = np.array([[focal_length_x, 0, face_center[0]],
+                               [0, focal_length_y, face_center[1]],
+                               [0, 0, 1]], dtype=np.float32)
+        return cam_matrix
\ No newline at end of file
diff --git a/SPIGA/spiga/demo/visualize/layouts/plot_landmarks.py b/SPIGA/spiga/demo/visualize/layouts/plot_landmarks.py
new file mode 100644
index 0000000000000000000000000000000000000000..4d91432a024ba4071166b0d43fb9f2f020640641
--- /dev/null
+++ b/SPIGA/spiga/demo/visualize/layouts/plot_landmarks.py
@@ -0,0 +1,53 @@
+import numpy as np
+
+# Demo libs
+from spiga.demo.visualize.layouts.plot_basics import BasicLayout
+
+
+class LandmarkLayout(BasicLayout):
+
+    BasicLayout.thickness_dft['lnd'] = 3
+
+    def __init__(self):
+        super().__init__()
+
+    def draw_landmarks(self, image, landmarks, visible=None, mask=None,
+                       thick=None, colors=(BasicLayout.colors['green'], BasicLayout.colors['red'])):
+
+        # Initialize variables if need it
+        if visible is None:
+            visible = np.ones(len(landmarks))
+        if mask is None:
+            mask = np.ones(len(landmarks))
+        if thick is None:
+            thick = self.thickness['lnd']
+
+        if isinstance(landmarks, (list, tuple)):
+            landmarks = np.array(landmarks)
+        if isinstance(visible, (list, tuple)):
+            visible = np.array(visible)
+        if isinstance(mask, (list, tuple)):
+            mask = np.array(mask)
+
+        # Clean and split landmarks
+        ldm_vis, ldm_notvis = self._split_lnd_by_vis(landmarks, visible, mask)
+
+        # PIL images to OpenCV
+        if image.shape[0] == 3:
+            image = image.transpose(1, 2, 0)
+
+        # Plot landmarks
+        canvas = self.draw_circles(image, ldm_vis, color=colors[0], thick=thick)
+        canvas = self.draw_circles(canvas, ldm_notvis, color=colors[1], thick=thick)
+        return canvas
+
+    @ staticmethod
+    def _split_lnd_by_vis(landmarks, visible, mask):
+        mask = np.array(mask, dtype=bool)
+        visible = np.array(visible, dtype=bool)
+        landmarks = landmarks[mask]
+        visible = visible[mask]
+        ldm_vis = landmarks[visible]
+        not_visible = np.logical_not(visible)
+        ldm_notvis = landmarks[not_visible]
+        return ldm_vis, ldm_notvis
diff --git a/SPIGA/spiga/demo/visualize/plotter.py b/SPIGA/spiga/demo/visualize/plotter.py
new file mode 100644
index 0000000000000000000000000000000000000000..e960ba8f4f1804495added79fd5cb3a2131d2cbf
--- /dev/null
+++ b/SPIGA/spiga/demo/visualize/plotter.py
@@ -0,0 +1,14 @@
+# Demo libs
+import spiga.demo.visualize.layouts.plot_basics as pl_basic
+import spiga.demo.visualize.layouts.plot_bbox as pl_bbox
+import spiga.demo.visualize.layouts.plot_landmarks as pl_lnd
+import spiga.demo.visualize.layouts.plot_headpose as pl_hpose
+
+
+class Plotter:
+
+    def __init__(self):
+        self.basic = pl_basic.BasicLayout()
+        self.bbox = pl_bbox.BboxLayout()
+        self.landmarks = pl_lnd.LandmarkLayout()
+        self.hpose = pl_hpose.HeadposeLayout()
diff --git a/SPIGA/spiga/demo/visualize/viewer.py b/SPIGA/spiga/demo/visualize/viewer.py
new file mode 100644
index 0000000000000000000000000000000000000000..aa96e70a2d08ff13946ecedcd50342e3ae2cfca5
--- /dev/null
+++ b/SPIGA/spiga/demo/visualize/viewer.py
@@ -0,0 +1,163 @@
+import os
+import cv2
+import copy
+import time
+import numpy as np
+
+# Demo libs
+import spiga.demo.visualize.plotter as plt
+
+
+class Viewer:
+
+    def __init__(self, window_title, width=None, height=None, fps=30):
+        """
+        Initialization of the viewer canvas using width and height in pixels
+        :param window_title: The string with the window title to display.
+        :param width: The given width in pixels of the window canvas.
+        :param height: The given height in pixels of the window canvas.
+        :param fps: Frames per second
+        """
+        # Visualizer parameters
+        self.canvas = None
+        self.width = width
+        self.height = height
+        self.window_title = window_title
+        self.visualize = False
+
+        # Time variables
+        self.fps = fps
+        self.fps_inference = 0
+        self.fps_mean = 0
+        self.fps_lifo = np.zeros(self.fps)
+        self.timer = time.time()
+        self.frame_cnt = -1
+
+        # Video/Image writer
+        self.write = False
+        self.video_name = window_title  # Initial name
+        self.video_path = None
+        self.video_writer = None
+
+        # Plots
+        self.plotter = plt.Plotter()
+        self.fps_draw_params = {'text_size': 0.75,
+                                'text_thick': 2,
+                                'coord': (10, 50),
+                                'font': cv2.FONT_HERSHEY_SIMPLEX,
+                                'color': (255, 255, 255)}
+
+    def start_view(self):
+        self._kill_window()
+        cv2.namedWindow(self.window_title)
+        self.visualize = True
+
+    def record_video(self, video_path, video_name=None):
+        self.write = True
+        if video_name is not None:
+            self.video_name = video_name
+        self.video_path = video_path
+        if not os.path.exists(video_path):
+            os.makedirs(video_path)
+
+        file_name = os.path.join(self.video_path, self.video_name + '.mp4')
+        self.video_writer = cv2.VideoWriter(file_name, cv2.VideoWriter_fourcc(*'MP4V'),
+                                            self.fps, (int(self.width), int(self.height)))
+
+    def save_canvas(self, file_path=None):
+        if file_path is None:
+            if self.video_path is None:
+                raise ValueError('Path not defined neither video_path is available')
+            else:
+                file_path = self.video_path
+
+        file_name = os.path.join(file_path, '/%s_%i.jpg' % (self.video_name, self.frame_cnt))
+        cv2.imwrite(file_path + file_name, self.canvas)
+
+    def reset_params(self, width, height, window_title, fps=30):
+        self.width = width
+        self.height = height
+        self._kill_window()
+        if self.video_name == self.window_title:
+            self.video_name = window_title
+        self.window_title = window_title
+        self.fps = fps
+
+    def close(self):
+        if self.write:
+            self.video_writer.release()
+        self._kill_window()
+
+    def process_image(self, input_img, drawers=(), show_attributes=('fps')):
+
+        # Variables
+        image = copy.copy(input_img)
+        img_h, img_w, img_ch = image.shape
+
+        # Convert gray scale image to color if needed
+        if img_ch == 1:
+            image = cv2.cvtColor(image, cv2.COLOR_GRAY2BGR)
+
+        # Draw features on image
+        image = self._draw_over_canvas(image, drawers, show_attributes)
+
+        # Resize image if needed to canvas shape
+        if img_w != self.width or img_h != self.height:
+            image = cv2.resize(image, (self.width, self.height))
+
+        # Update canvas
+        self.canvas = image
+        # Visualize FPS
+        if 'fps' in show_attributes:
+            self._plot_fps()
+
+        # Write the resulting frame
+        if self.write:
+            self.video_writer.write(self.canvas)
+
+        # Timing loop variables
+        loop_time = self._update_timers()
+        break_flag = False
+        # Visualization
+        if self.visualize:
+            cv2.imshow(self.window_title, self.canvas)
+            sleep_time = int(1000 * (1 / self.fps - loop_time))
+            if sleep_time <= 0:
+                sleep_time = 1
+            if cv2.waitKey(sleep_time) & 0xFF == ord('q'):
+                break_flag = True
+
+        self.timer = time.time()
+        return break_flag
+
+    def _plot_fps(self):
+        # Plot algorithm time
+        params = self.fps_draw_params
+        cv2.putText(self.canvas, ('FPS: %.2f' % self.fps_mean), params['coord'], params['font'], params['text_size'],
+                    params['color'], params['text_thick'], cv2.LINE_AA)
+
+    def _draw_over_canvas(self, image, drawers, show_attributes):
+        for drawer in drawers:
+            image = drawer.plot_features(image, self.plotter, show_attributes)
+        return image
+
+    def _kill_window(self):
+        self.visualize = False
+        try:
+            cv2.destroyWindow(self.window_title)
+        except:
+            pass
+
+    def _update_timers(self):
+        self.frame_cnt += 1
+        loop_time = time.time() - self.timer
+        self.fps_inference = 1/loop_time
+        lifo_idx = self.frame_cnt % self.fps
+        self.fps_lifo[lifo_idx] = self.fps_inference
+        if lifo_idx == 0:
+            self.fps_mean = np.mean(self.fps_lifo)
+        return loop_time
+
+
+
+
diff --git a/SPIGA/spiga/eval/__init__.py b/SPIGA/spiga/eval/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/eval/benchmark/__init__.py b/SPIGA/spiga/eval/benchmark/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/eval/benchmark/evaluator.py b/SPIGA/spiga/eval/benchmark/evaluator.py
new file mode 100644
index 0000000000000000000000000000000000000000..85ed64a7cc6cd3be4b4ed3fad5f1aa9ce1613c1d
--- /dev/null
+++ b/SPIGA/spiga/eval/benchmark/evaluator.py
@@ -0,0 +1,108 @@
+import json
+import pkg_resources
+from collections import OrderedDict
+
+# Paths
+data_path = pkg_resources.resource_filename('spiga', 'data/annotations')
+
+def main():
+
+    import argparse
+    pars = argparse.ArgumentParser(description='Benchmark alignments evaluator')
+    pars.add_argument('pred_file', nargs='+', type=str, help='Absolute path to the prediction json file (Multi file)')
+    pars.add_argument('--eval', nargs='+', type=str, default=['lnd'],
+                      choices=['lnd', 'pose'], help='Evaluation modes')
+    pars.add_argument('-s', '--save', action='store_true', help='Save results')
+    args = pars.parse_args()
+
+    for pred_file in args.pred_file:
+        benchmark = get_evaluator(pred_file, args.eval, args.save)
+        benchmark.metrics()
+
+
+class Evaluator:
+
+    def __init__(self, data_file, evals=(), save=True, process_err=True):
+
+        # Inputs
+        self.data_file = data_file
+        self.evals = evals
+        self.save = save
+
+        # Paths
+        data_name = data_file.split('/')[-1]
+        self.data_dir = data_file.split(data_name)[0]
+
+        # Information from name
+        data_name = data_name.split('.')[0]
+        data_name = data_name.split('_')
+        self.data_type = data_name[-1]
+        self.database = data_name[-2]
+
+        # Load predictions and annotations
+        anns_file = data_path + '/%s/%s.json' % (self.database, self.data_type)
+        self.anns = self.load_files(anns_file)
+        self.pred = self.load_files(data_file)
+
+        # Compute errors
+        self.error = OrderedDict()
+        self.error_pimg = OrderedDict()
+        self.metrics_log = OrderedDict()
+        if process_err:
+            self.compute_error(self.anns, self.pred)
+
+    def compute_error(self, anns, pred, select_ids=None):
+        database_ref = [self.database, self.data_type]
+        for eval in self.evals:
+            self.error[eval.name] = eval.compute_error(anns, pred, database_ref, select_ids)
+            self.error_pimg = eval.get_pimg_err(self.error_pimg)
+        return self.error
+
+    def metrics(self):
+        for eval in self.evals:
+            self.metrics_log[eval.name] = eval.metrics()
+
+        if self.save:
+            file_name = self.data_dir + '/metrics_%s_%s.txt' % (self.database, self.data_type)
+            with open(file_name, 'w') as file:
+                file.write(str(self))
+
+        return self.metrics_log
+
+    def load_files(self, input_file):
+        with open(input_file) as jsonfile:
+            data = json.load(jsonfile)
+        return data
+
+    def _dict2text(self, name, dictionary, num_tab=1):
+        prev_tabs = '\t'*num_tab
+        text = '%s {\n' % name
+        for k, v in dictionary.items():
+            if isinstance(v, OrderedDict) or isinstance(v, dict):
+                text += '{}{}'.format(prev_tabs, self._dict2text(k, v, num_tab=num_tab+1))
+            else:
+                text += '{}{}: {}\n'.format(prev_tabs, k, v)
+        text += (prev_tabs + '}\n')
+        return text
+
+    def __str__(self):
+        state_dict = self.metrics_log
+        text = self._dict2text('Metrics', state_dict)
+        return text
+
+
+def get_evaluator(pred_file, evaluate=('lnd', 'pose'), save=False, process_err=True):
+    eval_list = []
+    if "lnd" in evaluate:
+        import spiga.eval.benchmark.metrics.landmarks as mlnd
+        eval_list.append(mlnd.MetricsLandmarks())
+    if "pose" in evaluate:
+        import spiga.eval.benchmark.metrics.pose as mpose
+        eval_list.append(mpose.MetricsHeadpose())
+
+    return Evaluator(pred_file, evals=eval_list, save=save, process_err=process_err)
+
+
+if __name__ == '__main__':
+    main()
+
diff --git a/SPIGA/spiga/eval/benchmark/metrics/__init__.py b/SPIGA/spiga/eval/benchmark/metrics/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/eval/benchmark/metrics/landmarks.py b/SPIGA/spiga/eval/benchmark/metrics/landmarks.py
new file mode 100644
index 0000000000000000000000000000000000000000..6201394d4108ff26f20b018aa781de5df846f671
--- /dev/null
+++ b/SPIGA/spiga/eval/benchmark/metrics/landmarks.py
@@ -0,0 +1,236 @@
+import os
+import numpy as np
+import json
+from collections import OrderedDict
+from scipy.integrate import simps
+
+from spiga.data.loaders.dl_config import db_anns_path
+from spiga.eval.benchmark.metrics.metrics import Metrics
+
+
+class MetricsLandmarks(Metrics):
+
+    def __init__(self, name='landmarks'):
+        super().__init__(name)
+
+        self.db_info = None
+        self.nme_norm = "corners"
+        self.nme_thr = 8
+        self.percentile = [90, 95, 99]
+        # Cumulative plot axis length
+        self.bins = 10000
+
+    def compute_error(self, data_anns, data_pred, database, select_ids=None):
+
+        # Initialize global logs and variables of Computer Error function
+        self.init_ce(data_anns, data_pred, database)
+        self._update_lnd_param()
+
+        # Order data and compute nme
+        self.error['nme_per_img'] = []
+        self.error['ne_per_img'] = OrderedDict()
+        self.error['ne_per_ldm'] = OrderedDict()
+        for img_id, anns in enumerate(data_anns):
+            # Init variables per img
+            pred = data_pred[img_id]
+
+            # Get select ids to compute
+            if select_ids is None:
+                selected_ldm = anns['ids']
+            else:
+                selected_ldm = list(set(select_ids) & set(anns['ids']))
+
+            norm = self._get_img_norm(anns)
+            for ldm_id in selected_ldm:
+                # Compute Normalize Error
+                anns_ldm = self._get_lnd_from_id(anns, ldm_id)
+                pred_ldm = self._get_lnd_from_id(pred, ldm_id)
+                ne = self._dist_l2(anns_ldm, pred_ldm)/norm * 100
+                self.error['ne_per_img'].setdefault(img_id, []).append(ne)
+                self.error['ne_per_ldm'].setdefault(ldm_id, []).append(ne)
+
+            # NME per image
+            if self.database in ['merlrav']:
+                # LUVLI at MERLRAV divide by 68 despite the annotated landmarks in the image.
+                self.error['nme_per_img'].append(np.sum(self.error['ne_per_img'][img_id])/68)
+            else:
+                self.error['nme_per_img'].append(np.mean(self.error['ne_per_img'][img_id]))
+
+        # Cumulative NME
+        self.error['cumulative_nme'] = self._cumulative_error(self.error['nme_per_img'], bins=self.bins)
+
+        return self.error
+
+    def metrics(self):
+
+        # Initialize global logs and variables of Metrics function
+        self.init_metrics()
+
+        # Basic metrics (NME/NMPE/AUC/FR) for full dataset
+        nme, nmpe, auc, fr, _, _ = self._basic_metrics()
+
+        print('NME: %.3f' % nme)
+        self.metrics_log['nme'] = nme
+        for percent_id, percentile in enumerate(self.percentile):
+            print('NME_P%i: %.3f' % (percentile, nmpe[percent_id]))
+            self.metrics_log['nme_p%i' % percentile] = nmpe[percent_id]
+        self.metrics_log['nme_thr'] = self.nme_thr
+        self.metrics_log['nme_norm'] = self.nme_norm
+        print('AUC_%i: %.3f' % (self.nme_thr, auc))
+        self.metrics_log['auc'] = auc
+        print('FR_%i: %.3f' % (self.nme_thr, fr))
+        self.metrics_log['fr'] = fr
+
+        # Subset basic metrics
+        subsets = self.db_info['test_subsets']
+        if self.data_type == 'test' and len(subsets) > 0:
+            self.metrics_log['subset'] = OrderedDict()
+            for subset, img_filter in subsets.items():
+                self.metrics_log['subset'][subset] = OrderedDict()
+                nme, nmpe, auc, fr, _, _ = self._basic_metrics(img_select=img_filter)
+                print('> Landmarks subset: %s' % subset.upper())
+                print('NME: %.3f' % nme)
+                self.metrics_log['subset'][subset]['nme'] = nme
+                for percent_id, percentile in enumerate(self.percentile):
+                    print('NME_P%i: %.3f' % (percentile, nmpe[percent_id]))
+                    self.metrics_log['subset'][subset]['nme_p%i' % percentile] = nmpe[percent_id]
+                print('AUC_%i: %.3f' % (self.nme_thr, auc))
+                self.metrics_log['subset'][subset]['auc'] = auc
+                print('FR_%i: %.3f' % (self.nme_thr, fr))
+                self.metrics_log['subset'][subset]['fr'] = fr
+
+        # NME/NPE per landmark
+        self.metrics_log['nme_per_ldm'] = OrderedDict()
+        for percentile in self.percentile:
+            self.metrics_log['npe%i_per_ldm' % percentile] = OrderedDict()
+        for k, v in self.error['ne_per_ldm'].items():
+            self.metrics_log['nme_per_ldm'][k] = np.mean(v)
+            for percentile in self.percentile:
+                self.metrics_log['npe%i_per_ldm' % percentile][k] = np.percentile(v, percentile)
+
+        return self.metrics_log
+
+    def get_pimg_err(self, data_dict=None, img_select=None):
+        data = self.error['nme_per_img']
+        if img_select is not None:
+            data = [data[img_id] for img_id in img_select]
+        name_dict = self.name + '/nme'
+        if data_dict is not None:
+            data_dict[name_dict] = data
+        else:
+            data_dict = data
+        return data_dict
+
+    def _update_lnd_param(self):
+        db_info_file = db_anns_path.format(database=self.database, file_name='db_info')
+        if os.path.exists(db_info_file):
+            with open(db_info_file) as jsonfile:
+                self.db_info = json.load(jsonfile)
+
+            norm_dict = self.db_info['norm']
+            nme_norm, nme_thr = next(iter(norm_dict.items()))
+            print('Default landmarks configuration: \n %s: %i' % (nme_norm, nme_thr))
+            answer = input("Change default config? (N/Y) >>> ")
+            if answer.lower() in ['yes', 'y']:
+                answer = input("Normalization options: %s >>> " % str(list(norm_dict.keys())))
+                if answer in norm_dict.keys():
+                    nme_norm = answer
+                    nme_thr = norm_dict[nme_norm]
+                else:
+                    print("Option %s not available keep in default one: %s" % (answer, nme_norm))
+                answer = input("Change threshold ->%s:%i ? (N/Y) >>> " % (nme_norm, nme_thr))
+                if answer.lower() in ['yes', 'y']:
+                    answer = input('NME threshold: >>> ')
+                    nme_thr = float(answer)
+                else:
+                    print("Keeping default threshold: %i" % nme_thr)
+
+            self.nme_norm = nme_norm
+            self.nme_thr = nme_thr
+
+        else:
+            raise ValueError('Database %s specifics not defined. Missing db_info.json' % self.database)
+
+    def _dist_l2(self, pointA, pointB):
+        return float(((pointA - pointB) ** 2).sum() ** 0.5)
+
+    def _get_lnd_from_id(self, anns, ids):
+        idx = anns['ids'].index(ids)
+        ref = np.array(anns['landmarks'][idx])
+        return ref
+
+    def _get_img_norm(self, anns):
+        if self.nme_norm == 'pupils':
+            print('WARNING: Pupils norm only implemented for 68 landmark configuration')
+            left_eye = [7, 138, 139, 8, 141, 142]
+            right_eye = [11, 144, 145, 12, 147, 148]
+            refA = np.zeros(2)
+            refB = np.zeros(2)
+            for i in range(len(left_eye)):
+                refA += self._get_lnd_from_id(anns, left_eye[i])
+                refB += self._get_lnd_from_id(anns, right_eye[i])
+            refA = refA/len(left_eye)   # Left
+            refB = refB/len(right_eye)  # Right
+        elif self.nme_norm == 'corners':
+            refA = self._get_lnd_from_id(anns, 12)  # Left
+            refB = self._get_lnd_from_id(anns, 7)  # Right
+        elif self.nme_norm == 'diagonal':
+            refA = anns['bbox'][0:2]
+            refB = refA + anns['bbox'][2:4]
+        elif self.nme_norm == 'height':
+            return anns['bbox'][3]
+        elif self.nme_norm == 'lnd_bbox':
+            lnd = np.array(anns['landmarks'])
+            lnd_max = np.max(lnd, axis=0)
+            lnd_min = np.min(lnd, axis=0)
+            lnd_wh = lnd_max - lnd_min
+            return (lnd_wh[0]*lnd_wh[1])**0.5
+        elif self.nme_norm == 'bbox':
+            return (anns['bbox'][2] * anns['bbox'][3]) ** 0.5
+        else:
+            raise ValueError('Normalization %s not implemented' % self.nme_norm)
+
+        return self._dist_l2(refA, refB)
+
+    def _cumulative_error(self, error, bins=10000):
+        num_imgs, base = np.histogram(error, bins=bins)
+        cumulative = [x / float(len(error)) for x in np.cumsum(num_imgs)]
+        base = base[:bins]
+        cumulative, base = self._filter_cumulative(cumulative, base)
+        return [cumulative, base]
+
+    def _filter_cumulative(self, cumulative, base):
+        base = [x for x in base if (x < self.nme_thr)]
+        cumulative = cumulative[:len(base)]
+        return cumulative, base
+
+    def _basic_metrics(self, img_select=None):
+        data = self.error['nme_per_img']
+        if img_select is not None:
+            data = [data[img_id] for img_id in img_select]
+            [cumulative, base] = self._cumulative_error(data, bins=self.bins)
+        else:
+            [cumulative, base] = self.error['cumulative_nme']
+
+        # Normalize Mean Error across img
+        nme = np.mean(data)
+        # Normalize Mean Percentile Error across img
+        nmpe = []
+        for percentile in self.percentile:
+            nmpe.append(np.percentile(data, percentile))
+
+        # Area Under Curve and Failure Rate
+        auc, fr = self._auc_fr_metrics(cumulative, base)
+
+        return nme, nmpe, auc, fr, cumulative, base
+
+    def _auc_fr_metrics(self, cumulative, base):
+        if not base:
+            auc = 0.
+            fr = 100.
+        else:
+            auc = (simps(cumulative, x=base) / self.nme_thr) * 100.0
+            if base[-1] < self.nme_thr and cumulative[-1] == 1:
+                auc += ((self.nme_thr - base[-1]) / self.nme_thr) * 100
+            fr = (1 - cumulative[-1]) * 100.0
+        return auc, fr
diff --git a/SPIGA/spiga/eval/benchmark/metrics/metrics.py b/SPIGA/spiga/eval/benchmark/metrics/metrics.py
new file mode 100644
index 0000000000000000000000000000000000000000..b4f690ae75ce39e44e3219a898c3acee6928a4ab
--- /dev/null
+++ b/SPIGA/spiga/eval/benchmark/metrics/metrics.py
@@ -0,0 +1,42 @@
+from collections import OrderedDict
+
+
+class Metrics:
+
+    def __init__(self, name='metrics'):
+
+        # Data dicts
+        self.error = OrderedDict()
+        self.metrics_log = OrderedDict()
+        self.name = name
+        self.database = None
+        self.data_type = None
+
+    def compute_error(self, data_anns, data_pred, database, select_ids=None):
+        self.init_ce(data_anns, data_pred, database)
+        raise ValueError('Computer error has to be implemented by inheritance')
+
+    def init_ce(self, data_anns, data_pred, database):
+        # Update database info
+        [self.database, self.data_type] = database
+        # Logs and checks
+        print('Computing %s error...' % self.name)
+        if len(data_anns) == 0:
+            raise ValueError('Annotations miss for computing error in %s' % self.name)
+        if len(data_pred) == 0:
+            raise ValueError('Predictions miss for computing error in %s' % self.name)
+        elif len(data_pred) != len(data_anns):
+            raise Warning('Prediction vs annotations length mismatch')
+
+    def metrics(self):
+        self.init_metrics()
+        raise ValueError('Metrics has to be implemented by inheritance')
+
+    def init_metrics(self):
+        # Logs and checks
+        print('> Metrics %s:' % self.name)
+        if len(self.error) == 0:
+            raise ValueError('Error must be compute first in %s' % self.name)
+
+    def get_pimg_err(self, data_dict):
+        return data_dict
diff --git a/SPIGA/spiga/eval/benchmark/metrics/pose.py b/SPIGA/spiga/eval/benchmark/metrics/pose.py
new file mode 100644
index 0000000000000000000000000000000000000000..3e591f00f71f26466d66545a5229663f116193eb
--- /dev/null
+++ b/SPIGA/spiga/eval/benchmark/metrics/pose.py
@@ -0,0 +1,159 @@
+import numpy as np
+from sklearn.metrics import confusion_matrix
+
+from spiga.eval.benchmark.metrics.metrics import Metrics
+
+
+class MetricsHeadpose(Metrics):
+
+    def __init__(self, name='headpose'):
+        super().__init__(name)
+
+        # Angles
+        self.angles = ['yaw', 'pitch', 'roll']
+        # Confusion matrix intervals
+        self.pose_labels = [-90, -75, -60, -45, -30, -15, 0, 15, 30, 45, 60, 75, 90]
+        # Percentile reference angles
+        self.error_labels = [2.5, 5, 10, 15, 30]
+        # Cumulative plot axis length
+        self.bins = 1000
+
+    def compute_error(self, data_anns, data_pred, database, select_ids=None):
+
+        # Initialize global logs and variables of Computer Error function
+        self.init_ce(data_anns, data_pred, database)
+
+        # Generate annotations if needed
+        if data_anns[0]['headpose'] is None:
+            print('Database anns generated by posit...')
+            data_anns = self._posit_anns()
+            print('Posit generation done...')
+
+        # Dictionary variables
+        self.error['data_pred'] = []
+        self.error['data_anns'] = []
+        self.error['data_pred_trl'] = []
+        self.error['data_anns_trl'] = []
+        self.error['mae_ypr'] = []
+        self.error['mae_mean'] = []
+
+        # Order data
+        for img_id, img_anns in enumerate(data_anns):
+            pose_anns = img_anns['headpose'][0:3]
+            self.error['data_anns'].append(pose_anns)
+            pose_pred = data_pred[img_id]['headpose'][0:3]
+            self.error['data_pred'].append(pose_pred)
+
+        # Compute MAE error
+        anns_array = np.array(self.error['data_anns'])
+        pred_array = np.array(self.error['data_pred'])
+        mae_ypr = np.abs((anns_array-pred_array))
+        self.error['mae_ypr'] = mae_ypr.tolist()
+        self.error['mae_mean'] = np.mean(mae_ypr, axis=-1).tolist()
+
+        # Quantize labeled data
+        label_anns = self._nearest_label(anns_array)
+        label_pred = self._nearest_label(pred_array)
+        self.error['label_anns'] = label_anns
+        self.error['label_pred'] = label_pred
+
+        for angle_id, angle in enumerate(self.angles):
+            # Confusion matrix
+            self.error['cm_%s' % angle] = confusion_matrix(label_anns[:, angle_id], label_pred[:, angle_id])
+            # Cumulative error
+            self.error['cumulative_%s' % angle] = self._cumulative_error(mae_ypr[:, angle_id], bins=self.bins)
+
+        return self.error
+
+    def metrics(self):
+
+        # Initialize global logs and variables of Metrics function
+        self.init_metrics()
+
+        # Mean Absolute Error
+        mae_ypr = np.array(self.error['mae_ypr'])
+        mae_ypr_mean = np.mean(mae_ypr, axis=0)
+        self.metrics_log['mae_ypr'] = mae_ypr_mean.tolist()
+        self.metrics_log['mae_mean'] = np.mean(mae_ypr_mean)
+        print('MAE [yaw, pitch, roll]: [%.3f, %.3f, %.3f]' % (mae_ypr_mean[0], mae_ypr_mean[1], mae_ypr_mean[2]))
+        print('MAE mean: %.3f' % self.metrics_log['mae_mean'])
+
+        # Per angle measurements
+        self.metrics_log['acc_label'] = []
+        self.metrics_log['acc_adj_label'] = []
+
+        for angle_id, angle in enumerate(self.angles):
+
+            # Accuracy per label
+            cm = self.error['cm_%s' % angle]
+            diagonal = np.diagonal(cm, offset=0).sum()
+            acc_main = diagonal / cm.sum().astype('float')
+            self.metrics_log['acc_label'].append(acc_main)
+
+            # Permissive accuracy
+            diagonal_adj = diagonal.sum() + np.diagonal(cm, offset=-1).sum() + np.diagonal(cm, offset=1).sum()
+            acc_adj = diagonal_adj / cm.sum().astype('float')
+            self.metrics_log['acc_adj_label'].append(acc_adj)
+
+            # Percentile of relevant angles
+            self.metrics_log['sr_%s' % angle] = {}
+            for angle_num in self.error_labels:
+                if max(mae_ypr[:, angle_id]) > angle_num:
+                    [cumulative, base] = self.error['cumulative_%s' % angle]
+                    perc = [cumulative[x[0] - 1] for x in enumerate(base) if x[1] > angle_num][0]
+                else:
+                    perc = 1.
+
+                self.metrics_log['sr_%s' % angle][angle_num] = perc
+
+        print('Accuracy [yaw, pitch, roll]: ', self.metrics_log['acc_label'])
+        print('Accuracy [yaw, pitch, roll] (adjacency as TP): ', self.metrics_log['acc_adj_label'])
+        for angle in self.angles:
+            print('Success Rate %s: ' % angle, self.metrics_log['sr_%s' % angle])
+
+        return self.metrics_log
+
+    def get_pimg_err(self, data_dict, img_select=None):
+        mae_mean = self.error['mae_mean']
+        mae_ypr = self.error['mae_ypr']
+        if img_select is not None:
+            mae_mean = [mae_mean[img_id] for img_id in img_select]
+            mae_ypr = [mae_ypr[img_id] for img_id in img_select]
+        name_dict = self.name + '/%s'
+        data_dict[name_dict % 'mae'] = mae_mean
+        mae_ypr = np.array(mae_ypr)
+        data_dict[name_dict % 'mae_yaw'] = mae_ypr[:, 0].tolist()
+        data_dict[name_dict % 'mae_pitch'] = mae_ypr[:, 1].tolist()
+        data_dict[name_dict % 'mae_roll'] = mae_ypr[:, 2].tolist()
+        return data_dict
+
+    def _posit_anns(self):
+
+        import spiga.data.loaders.dl_config as dl_config
+        import spiga.data.loaders.dataloader as dl
+
+        # Load configuration
+        data_config = dl_config.AlignConfig(self.database, self.data_type)
+        data_config.image_size = (256, 256)
+        data_config.generate_pose = True
+        data_config.aug_names = []
+        data_config.shuffle = False
+        dataloader, _ = dl.get_dataloader(1, data_config, debug=True)
+
+        data_anns = []
+        for num_batch, batch_dict in enumerate(dataloader):
+            pose = batch_dict['pose'].numpy()
+            data_anns.append({'headpose': pose[0].tolist()})
+        return data_anns
+
+    def _nearest_label(self, data):
+        data_tile = data[:, :, np.newaxis]
+        data_tile = np.tile(data_tile, len(self.pose_labels))
+        diff_tile = np.abs(data_tile - self.pose_labels)
+        label_idx = diff_tile.argmin(axis=-1)
+        return label_idx
+
+    def _cumulative_error(self, error, bins=1000):
+        num_imgs, base = np.histogram(error, bins=bins)
+        cumulative = [x / float(len(error)) for x in np.cumsum(num_imgs)]
+        return [cumulative[:bins], base[:bins]]
diff --git a/SPIGA/spiga/eval/benchmark/readme.md b/SPIGA/spiga/eval/benchmark/readme.md
new file mode 100644
index 0000000000000000000000000000000000000000..d4cb7c4d266816ef48e7ecec2e1da07f4d6f4c68
--- /dev/null
+++ b/SPIGA/spiga/eval/benchmark/readme.md
@@ -0,0 +1,24 @@
+# SPIGA: Benchmark
+The benchmark evaluator can be found at ```./eval/benchmark/evaluator.py``` and it allows
+to extract an extended report of metrics for each dataset. For further details,
+check the parser and complete the interactive terminal procedure to specify the evaluation
+characteristics.
+
+In order to use the benchmark evaluation, the prediction file must follow the same data structure
+and file extension as the ground truth annotations available in ```./data/annotations/<database_name>```. 
+The data structure consist on a list of dictionaries where each one represents an image sample,
+similar to the previous dataloader configuration:
+
+```
+sample = {"imgpath": Relative image path, 
+          "bbox": Bounding box [x,y,w,h] (ref image), 
+          "headpose": Euler angles [yaw, pitch, roll], 
+          "ids": Landmarks database ids,
+          "landmarks": Landmarks (ref image), 
+          "visible": Visibilities [0,1, ...] (1 == Visible)
+          }
+```
+
+Finally, is worth to mention that the benchmark can be easily extended for other task by 
+inheriting the class structure available in ```./eval/benchmark/metrics/metrics.py``` and 
+developing a new task file like the available ones: landmarks and headpose.
diff --git a/SPIGA/spiga/eval/results/300wprivate/metrics_300wprivate_test.txt b/SPIGA/spiga/eval/results/300wprivate/metrics_300wprivate_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..132752a14125c287f1d0a664084ce4943a4b945c
--- /dev/null
+++ b/SPIGA/spiga/eval/results/300wprivate/metrics_300wprivate_test.txt
@@ -0,0 +1,337 @@
+Metrics {
+	landmarks {
+		nme: 2.030598939445185
+		nme_p90: 2.7880932616458525
+		nme_p95: 3.0777544749713726
+		nme_p99: 3.834184107657207
+		nme_thr: 7
+		nme_norm: lnd_bbox
+		auc: 71.00849804168183
+		fr: 0.16666666666667052
+		subset {
+			indoor {
+				nme: 2.034564559904317
+				nme_p90: 2.7259855150065606
+				nme_p95: 3.0092119632411545
+				nme_p99: 3.713329759683323
+				auc: 70.96381253891056
+				fr: 0.33333333333332993
+				}
+			outdoor {
+				nme: 2.0266333189860526
+				nme_p90: 2.823638152094534
+				nme_p95: 3.217040770610454
+				nme_p99: 3.834184107657207
+				auc: 71.05339689254487
+				fr: 0.0
+				}
+			}
+		nme_per_ldm {
+			101: 3.6806610803182505
+			102: 3.3036602516363742
+			103: 3.339433875945013
+			104: 3.454702516496273
+			105: 3.611916041455306
+			106: 3.719966247876225
+			107: 3.548076775082098
+			108: 3.2518252416098865
+			24: 3.096658896153719
+			110: 3.331046674179755
+			111: 3.699712378619379
+			112: 3.7843353250872225
+			113: 3.6034097769479234
+			114: 3.398488809686842
+			115: 3.3141217781436625
+			116: 3.280323260898595
+			117: 3.544361895970207
+			1: 2.757092591472853
+			119: 2.242685122483485
+			2: 2.0915854137040806
+			121: 2.0586213715102817
+			3: 2.123266891475812
+			4: 2.078486972366517
+			124: 1.796939685624812
+			5: 1.9188959395054488
+			126: 2.1738624874122228
+			6: 2.624636921552657
+			128: 1.5520879573321433
+			129: 1.2549002865469516
+			130: 1.17669611982962
+			17: 1.4660272904294709
+			16: 1.4505750980043473
+			133: 1.029206611825485
+			134: 1.1578763764399964
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+			166: 1.638976611962414
+			167: 1.3432143685181699
+			168: 1.4211731540502521
+			}
+		npe90_per_ldm {
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+			102: 7.084284783662423
+			103: 7.00267244505699
+			104: 7.11370360965358
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+			116: 6.672501696370728
+			117: 7.217817998736465
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+			2: 4.0134627911922
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+			6: 5.474239719648658
+			128: 2.834816765905374
+			129: 2.2342495378788207
+			130: 2.1759546821990923
+			17: 2.5418198758079984
+			16: 2.576833155505584
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+			151: 2.2625583999418772
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+			163: 1.884137823110829
+			164: 2.432245754693854
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+			166: 2.9696817088203815
+			167: 2.316776125494591
+			168: 2.568779298951829
+			}
+		npe95_per_ldm {
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+			102: 8.818179377359794
+			103: 8.782133525632883
+			104: 8.643303594630462
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+			24: 8.98978588560972
+			110: 9.209410203200584
+			111: 9.690509154913633
+			112: 9.528589159993023
+			113: 9.516280184903218
+			114: 8.806410992841911
+			115: 8.349939939616558
+			116: 8.306406512963349
+			117: 8.948843864453119
+			1: 6.607728795206713
+			119: 5.328839886207676
+			2: 4.719557597011315
+			121: 4.803093906639568
+			3: 5.066642833569373
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+			5: 4.792967300757355
+			126: 5.312659675767809
+			6: 6.55777924210191
+			128: 3.309968146826916
+			129: 2.6825883040009937
+			130: 2.4823859073064334
+			17: 3.107821014772654
+			16: 3.104094496813284
+			133: 2.2987283138903787
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+			7: 3.620758651495707
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+			142: 2.382002241110809
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+			144: 2.2942253082346777
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+			160: 3.5264543871919876
+			161: 3.1694861030365487
+			162: 2.515374327000464
+			163: 2.2866964953427025
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+			165: 4.031899925586421
+			166: 3.578448574876227
+			167: 2.875831262261589
+			168: 3.232139784668087
+			}
+		npe99_per_ldm {
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+			102: 12.87712171046809
+			103: 12.402656213930339
+			104: 11.1057085602639
+			105: 11.353922785698465
+			106: 11.647547037817693
+			107: 12.83429625061474
+			108: 13.307141731654763
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+			110: 15.261628339432663
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+			114: 12.510726633232077
+			115: 12.69435364188939
+			116: 12.89529194227151
+			117: 14.120910351994045
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+			2: 6.559870102583517
+			121: 6.630420572209065
+			3: 8.290823571978367
+			4: 7.6847786232321535
+			124: 6.822107522918532
+			5: 6.939187568926209
+			126: 7.608413202225105
+			6: 8.340906801308865
+			128: 5.072392719133257
+			129: 3.5758878270546597
+			130: 3.172918188296416
+			17: 4.218440531352108
+			16: 3.931176580980738
+			133: 2.919954597731364
+			134: 3.236737576939871
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+			18: 4.643995661949497
+			7: 5.772164810850686
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+			139: 4.208475684527024
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+			141: 4.113162874534946
+			142: 4.625693800831237
+			11: 4.451128264439006
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+			145: 5.1101945338282695
+			12: 5.31672303499037
+			147: 4.523658333756621
+			148: 3.5122981836488223
+			20: 7.080964010381011
+			150: 6.377625659811748
+			151: 4.928590462504693
+			22: 4.701579190184112
+			153: 4.727943873063984
+			154: 5.465818611585125
+			21: 6.148406910087535
+			156: 6.786793649953492
+			157: 6.186824707078167
+			23: 6.837078051253573
+			159: 7.605776962432469
+			160: 7.235180906998915
+			161: 7.982744434560323
+			162: 4.656982439604284
+			163: 4.270483732934878
+			164: 4.6446884214498345
+			165: 6.0823676390136034
+			166: 6.9716680872367105
+			167: 7.432470055536447
+			168: 7.3663196613198
+			}
+		}
+	headpose {
+		mae_ypr: [1.6090495251118835, 2.046698079387603, 0.955561359343095]
+		mae_mean: 1.537102987947527
+		acc_label: [0.9183333333333333, 0.87, 0.9366666666666666]
+		acc_adj_label: [1.0, 1.0, 1.0]
+		sr_yaw {
+			2.5: 0.7983333333333333
+			5: 0.97
+			10: 0.9983333333333333
+			15: 1.0
+			30: 1.0
+			}
+		sr_pitch {
+			2.5: 0.6883333333333334
+			5: 0.9416666666666667
+			10: 0.9966666666666667
+			15: 1.0
+			30: 1.0
+			}
+		sr_roll {
+			2.5: 0.9416666666666667
+			5: 0.9983333333333333
+			10: 1.0
+			15: 1.0
+			30: 1.0
+			}
+		}
+	}
diff --git a/SPIGA/spiga/eval/results/300wprivate/results_300wprivate_test.json b/SPIGA/spiga/eval/results/300wprivate/results_300wprivate_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..2ebc97c50e6c42cd228c48b8ea46904d389b5bb9
--- /dev/null
+++ b/SPIGA/spiga/eval/results/300wprivate/results_300wprivate_test.json
@@ -0,0 +1 @@
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[2546.854396897888, 1185.6335043553352], [2548.3037003534314, 1171.446974528122], [2480.8021861101147, 1108.243926571989], [2494.084487580299, 1104.557490492916], [2508.434870333862, 1106.576386081457], [2521.248629341507, 1111.8674121098518], [2529.7910981935497, 1120.62736166687], [2542.5127760124205, 1130.1457271157265], [2547.1087148551937, 1126.8651974320412], [2554.0170809646606, 1126.7697724684715], [2557.70926117115, 1132.230005443573], [2557.1004871627806, 1141.4275436621665], [2525.2944216939923, 1151.0977881390572], [2524.5087619989395, 1161.697848811531], [2524.51158032341, 1171.7020567768097], [2525.6302799880978, 1183.3263634373666], [2497.3281242820735, 1189.8358092523574], [2504.5762338335035, 1194.664331516266], [2511.7836448688504, 1199.154798148346], [2519.166094553375, 1200.2314777097702], [2524.918087802124, 1198.9772914749146], [2486.4442806272505, 1130.7218595129966], [2496.4871808437347, 1130.9707955851554], [2503.3242290136336, 1134.416945619011], [2506.2667826791762, 1141.5939362650872], [2500.3166787351606, 1139.6550166044235], [2493.2180996080397, 1136.0220450959205], [2530.49766965332, 1156.3294263386726], [2538.7895146230694, 1154.840515074539], [2545.1515875446316, 1157.0147409443855], [2547.3136086364743, 1163.1739581950187], [2542.5351793035506, 1162.6815236654281], [2536.975086882591, 1160.2147095396042], [2465.542209037113, 1205.5055022356032], [2483.450264675331, 1202.9875920463562], [2500.121115677833, 1206.7391162940978], [2506.176819214439, 1211.8248544534683], [2512.00436585083, 1213.1813920425416], [2515.0211831623074, 1220.379711194992], [2510.549425746345, 1229.2823682834626], [2504.013954217529, 1236.8355574781417], [2497.060447148323, 1238.7178479242325], [2490.4816180063244, 1235.6525458782196], [2482.993505038261, 1231.1198999155044], [2471.771844592666, 1220.7698023317337], [2469.572206034374, 1207.4025052907944], [2494.0993275712963, 1214.5446171812057], [2500.2938136846537, 1219.0075534008026], [2505.7070825466153, 1222.2949935523986], [2507.024402434158, 1227.8305012672424], [2501.977786439895, 1228.9182471309662], [2495.7568367374415, 1226.4894883468628], [2489.612889391708, 1221.5558441724777]], "visible": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}]
\ No newline at end of file
diff --git a/SPIGA/spiga/eval/results/300wpublic/metrics_300wpublic_test.txt b/SPIGA/spiga/eval/results/300wpublic/metrics_300wpublic_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..49e1f7cd1309fe4bd100d1b3f8aee063b1973e95
--- /dev/null
+++ b/SPIGA/spiga/eval/results/300wpublic/metrics_300wpublic_test.txt
@@ -0,0 +1,353 @@
+Metrics {
+	landmarks {
+		nme: 2.993687267871256
+		nme_p90: 4.666037430932269
+		nme_p95: 5.435113114011185
+		nme_p99: 7.320552484553374
+		nme_thr: 8
+		nme_norm: corners
+		auc: 62.72750851023099
+		fr: 0.7256894049346929
+		subset {
+			helen {
+				nme: 2.5194569810704968
+				nme_p90: 3.588651040403328
+				nme_p95: 3.9771381372856305
+				nme_p99: 5.038565693708802
+				auc: 68.51294946769845
+				fr: 0.0
+				}
+			lfpw {
+				nme: 2.6867036799108392
+				nme_p90: 3.8500450455085744
+				nme_p95: 4.232240763191166
+				nme_p99: 5.2672893244075185
+				auc: 66.42133313963284
+				fr: 0.0
+				}
+			common {
+				nme: 2.5870801950420437
+				nme_p90: 3.710404666983561
+				nme_p95: 4.083736280045437
+				nme_p99: 5.216315947831376
+				auc: 67.6676731570753
+				fr: 0.0
+				}
+			ibug {
+				nme: 4.662282218592618
+				nme_p90: 6.628041366327217
+				nme_p95: 7.390973031124523
+				nme_p99: 10.093415564142603
+				auc: 42.44787101795513
+				fr: 3.703703703703709
+				}
+			}
+		nme_per_ldm {
+			101: 6.160148291662601
+			102: 5.609969055309763
+			103: 5.639963193216567
+			104: 5.700234717877294
+			105: 5.62936644920689
+			106: 5.574676189493879
+			107: 5.349393371824218
+			108: 4.702542530122117
+			24: 4.168177272711497
+			110: 4.485507899065954
+			111: 5.208036708182383
+			112: 5.493830104918947
+			113: 5.586260490385025
+			114: 5.714415950920614
+			115: 5.442384369263486
+			116: 5.4538915292008125
+			117: 6.178730799959288
+			1: 4.165885001962012
+			119: 3.1921307867109445
+			2: 2.6405652171792697
+			121: 2.7692371208173987
+			3: 3.771312716404229
+			4: 3.915696771337146
+			124: 3.0583414383575067
+			5: 2.7836732387071392
+			126: 2.9600464424059627
+			6: 3.9325330705818566
+			128: 2.266086276562485
+			129: 1.879556319441715
+			130: 1.9706376235225898
+			17: 2.4439140053778123
+			16: 2.648478293025234
+			133: 2.1738938082518318
+			134: 1.9817528088827188
+			135: 1.7966616924282088
+			18: 2.1889880619377
+			7: 1.6798354870145646
+			138: 1.4525365591905652
+			139: 1.5444551246243863
+			8: 1.6622930186366096
+			141: 1.529130733663348
+			142: 1.461878641713216
+			11: 1.6372097638236516
+			144: 1.3940225437140497
+			145: 1.5293915903135549
+			12: 1.6939793028036296
+			147: 1.4966723651722735
+			148: 1.441845674425855
+			20: 1.81709289789314
+			150: 1.9693359999114588
+			151: 1.884337269187178
+			22: 1.4862224166931166
+			153: 1.9633109788224843
+			154: 1.9772138173842613
+			21: 1.9430947452720937
+			156: 2.5919972321865066
+			157: 2.561137981239902
+			23: 2.1950781821923164
+			159: 2.4901805745220082
+			160: 2.550118126201779
+			161: 1.9205944941018516
+			162: 1.7900476486146397
+			163: 1.3976363193641992
+			164: 1.9106126973833983
+			165: 2.0763873452059816
+			166: 2.1224747018434096
+			167: 1.693262532344654
+			168: 2.070427832570231
+			}
+		npe90_per_ldm {
+			101: 13.122683532466992
+			102: 11.837902215558064
+			103: 11.75616577370391
+			104: 11.875509248652866
+			105: 12.212341286473402
+			106: 11.149962035433145
+			107: 10.613398355229833
+			108: 9.389892873095325
+			24: 8.591199066081636
+			110: 9.421511135997605
+			111: 11.193086402244425
+			112: 11.707000001316612
+			113: 11.349684731339558
+			114: 11.811597643003372
+			115: 10.607833816884204
+			116: 11.243376754752148
+			117: 12.971478848872138
+			1: 9.23874231532177
+			119: 6.7372032763499545
+			2: 5.33974784249774
+			121: 5.732096724504876
+			3: 7.5062452089485365
+			4: 7.456439231223284
+			124: 5.8237217172512095
+			5: 5.37182931231504
+			126: 6.094696584923242
+			6: 8.17012872398533
+			128: 4.198385133649584
+			129: 3.3444779030854996
+			130: 3.5638768938015297
+			17: 4.429228974895804
+			16: 4.869116170096254
+			133: 4.157919854236839
+			134: 4.108282493143575
+			135: 3.522263446262345
+			18: 4.002610414280894
+			7: 3.2908041808066506
+			138: 2.7722779484559354
+			139: 3.1732425721021564
+			8: 3.466774533899654
+			141: 2.978701593114757
+			142: 2.7587386420612185
+			11: 3.2356256090137006
+			144: 2.69672824715176
+			145: 2.8984317775614516
+			12: 3.3750413338539142
+			147: 2.6896432032687887
+			148: 2.488745347966042
+			20: 3.4949560168183806
+			150: 3.615117113066581
+			151: 3.5894529408226603
+			22: 2.909838203155513
+			153: 3.7097208120818275
+			154: 3.919346282690197
+			21: 4.196338523026944
+			156: 4.950309881678925
+			157: 4.765821211342502
+			23: 4.117335074736717
+			159: 4.621291671397001
+			160: 4.736419766006695
+			161: 3.818460262745092
+			162: 3.385764999285364
+			163: 2.573588612350815
+			164: 3.785005840288626
+			165: 4.022827504716443
+			166: 4.00963166181946
+			167: 3.105493633989696
+			168: 3.9076308361907075
+			}
+		npe95_per_ldm {
+			101: 16.640887862533262
+			102: 15.73249785912902
+			103: 14.94766424497651
+			104: 15.524963676616089
+			105: 15.873365705127112
+			106: 16.417111507079138
+			107: 14.567853910225598
+			108: 12.510205643500568
+			24: 12.143881169760876
+			110: 12.089065625344906
+			111: 14.366730260926783
+			112: 14.740499149458255
+			113: 15.459087674693276
+			114: 14.599722757007777
+			115: 15.320290937083609
+			116: 14.708246193314626
+			117: 16.418629645261973
+			1: 11.937667692240536
+			119: 8.52572385838488
+			2: 6.659827131118409
+			121: 7.070926140929972
+			3: 9.409775342546114
+			4: 9.185034717032613
+			124: 7.160591484765116
+			5: 6.465838615220728
+			126: 7.2916218490559945
+			6: 10.085439984678748
+			128: 4.945152308750049
+			129: 4.240340551642683
+			130: 4.235830937943613
+			17: 5.07803313070256
+			16: 6.301010594644189
+			133: 5.3003686467661835
+			134: 5.39773858718444
+			135: 4.775021937005514
+			18: 5.647719520272081
+			7: 4.274205042229546
+			138: 3.594392271949664
+			139: 4.089779282378731
+			8: 4.741065197374902
+			141: 3.9364873945583154
+			142: 3.3173099248264215
+			11: 4.0045732629352635
+			144: 3.158413099972695
+			145: 3.6099848378771133
+			12: 4.872231016970969
+			147: 3.6122138787323426
+			148: 3.1785153515663076
+			20: 4.629010728226188
+			150: 4.8588032103886345
+			151: 4.64642981328001
+			22: 3.6423999181932727
+			153: 4.706447394770584
+			154: 4.916454492667414
+			21: 5.4326415927145755
+			156: 6.8671568682767665
+			157: 6.620902515780232
+			23: 5.608019225929798
+			159: 6.244705316060662
+			160: 6.2049492392703645
+			161: 4.621479019005777
+			162: 4.386075192468076
+			163: 3.4769696652222586
+			164: 4.58677707682409
+			165: 5.5239135136002755
+			166: 5.487065873148972
+			167: 4.446659252100746
+			168: 5.294582035532603
+			}
+		npe99_per_ldm {
+			101: 23.9472105829856
+			102: 21.712780306667675
+			103: 21.313324271514396
+			104: 21.368750734861273
+			105: 22.232228723373485
+			106: 25.08953794210005
+			107: 24.944096885619654
+			108: 22.96040182762928
+			24: 22.894704116944336
+			110: 22.614380914459304
+			111: 22.256763074721803
+			112: 21.25918241444815
+			113: 20.286955186210022
+			114: 25.694990732800143
+			115: 23.465421874951634
+			116: 23.351073650613607
+			117: 24.978511767730428
+			1: 16.4324939088724
+			119: 13.422956195988334
+			2: 9.618581533279238
+			121: 10.118878457527511
+			3: 12.82211476714369
+			4: 11.67716301954819
+			124: 10.797328353981431
+			5: 11.235362955909709
+			126: 12.247003662455013
+			6: 15.773704754299274
+			128: 6.383363322637416
+			129: 6.321260974342025
+			130: 6.300611559944998
+			17: 8.164659256640022
+			16: 9.51053078772321
+			133: 8.273369391152267
+			134: 8.076100532657165
+			135: 7.688675439981096
+			18: 9.79951835561599
+			7: 7.033074751907975
+			138: 6.423074083674037
+			139: 6.9446604878218565
+			8: 7.574534227892147
+			141: 6.5307976262292335
+			142: 6.341758670051268
+			11: 6.5760383486423315
+			144: 5.286412075946667
+			145: 7.240882514689094
+			12: 7.739950501196232
+			147: 7.44356729074967
+			148: 5.468215521283997
+			20: 8.286609944508777
+			150: 8.069308096570612
+			151: 7.411738191325378
+			22: 6.142237156302458
+			153: 7.701905468720823
+			154: 8.52986712064459
+			21: 9.300708464380659
+			156: 13.14337152729244
+			157: 11.376582767015504
+			23: 11.795090745823842
+			159: 11.10872358521376
+			160: 11.855785481682954
+			161: 7.618868444259899
+			162: 6.610868401789532
+			163: 6.220955897344144
+			164: 8.126455622376907
+			165: 9.37200137441875
+			166: 10.480683232603582
+			167: 8.139103679313033
+			168: 10.707529142440695
+			}
+		}
+	headpose {
+		mae_ypr: [1.4116569256059106, 1.7011980952121855, 0.7716754190283938]
+		mae_mean: 1.29484347994883
+		acc_label: [0.8911465892597968, 0.8824383164005806, 0.9608127721335269]
+		acc_adj_label: [1.0, 1.0, 1.0]
+		sr_yaw {
+			2.5: 0.8374455732946299
+			5: 0.9796806966618288
+			10: 0.9970972423802612
+			15: 0.9985486211901307
+			30: 1.0
+			}
+		sr_pitch {
+			2.5: 0.7677793904208998
+			5: 0.9753265602322206
+			10: 1.0
+			15: 1.0
+			30: 1.0
+			}
+		sr_roll {
+			2.5: 0.9564586357039188
+			5: 1.0
+			10: 1.0
+			15: 1.0
+			30: 1.0
+			}
+		}
+	}
diff --git a/SPIGA/spiga/eval/results/300wpublic/results_300wpublic_test.json b/SPIGA/spiga/eval/results/300wpublic/results_300wpublic_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..1fb758be7e9fd2fb29d71d2e9eb70f0264139c7f
--- /dev/null
+++ b/SPIGA/spiga/eval/results/300wpublic/results_300wpublic_test.json
@@ -0,0 +1 @@
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[367.64815044015256, 260.717997672962], [386.17017309496885, 261.60821450318485], [403.78865120152193, 262.065787626557], [411.8096420336941, 265.48903602712346], [418.8938490955748, 263.5186512450756], [425.56094662663827, 265.15032693113324], [427.5342674213385, 267.1116367649828], [421.93644790426197, 277.87278151461317], [414.2903058147286, 285.5436216984589], [406.80660529794505, 286.7740601160383], [397.4812241173851, 285.7353700156845], [381.6888569105427, 277.30709194956853], [372.55461905066187, 263.77967166688177], [401.2899798762194, 271.8974619465027], [409.8739199949606, 272.4956967669487], [417.23210152235015, 270.82606644460276], [423.916334690894, 268.555870285705], [417.26608809305367, 270.84407398887083], [409.7978861642716, 272.6187423881082], [401.14081263946156, 271.9037610281933]], "visible": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0]}]
\ No newline at end of file
diff --git a/SPIGA/spiga/eval/results/cofw68/metrics_cofw68_test.txt b/SPIGA/spiga/eval/results/cofw68/metrics_cofw68_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6b4037dcbd6c0867dc7159fd305f46d455003b72
--- /dev/null
+++ b/SPIGA/spiga/eval/results/cofw68/metrics_cofw68_test.txt
@@ -0,0 +1,319 @@
+Metrics {
+	landmarks {
+		nme: 2.517048299761656
+		nme_p90: 3.439260118578336
+		nme_p95: 4.065583073314784
+		nme_p99: 5.5576659368466075
+		nme_thr: 7
+		nme_norm: lnd_bbox
+		auc: 64.04980282900947
+		fr: 0.0
+		nme_per_ldm {
+			101: 4.386618760988867
+			102: 4.061629839664334
+			103: 3.983745459766538
+			104: 4.059943179619045
+			105: 3.901502523065625
+			106: 3.6464161308997243
+			107: 3.3236750419605943
+			108: 2.88736723178498
+			24: 2.7423694672096457
+			110: 3.0635795053213557
+			111: 3.571088090891605
+			112: 3.9983500297313452
+			113: 4.0943322771194595
+			114: 4.255800757059301
+			115: 4.2912918761153485
+			116: 4.266023792408103
+			117: 4.530578189494549
+			1: 3.158660231370845
+			119: 3.4125315663662614
+			2: 3.352789113391728
+			121: 3.417363298999408
+			3: 3.668232431297081
+			4: 3.91431465693854
+			124: 3.840416726980644
+			5: 3.6046913869421213
+			126: 3.387491193444403
+			6: 3.0296136285985975
+			128: 1.8998212393466836
+			129: 1.516826726048447
+			130: 1.5100915342372372
+			17: 1.6919453984466715
+			16: 1.421215739597502
+			133: 1.5697432942669043
+			134: 1.4987569995929837
+			135: 1.366172570997096
+			18: 1.2916655495623037
+			7: 1.7581540811039842
+			138: 1.5428715462019915
+			139: 1.3632059460397556
+			8: 1.3302291252462273
+			141: 1.287550535022652
+			142: 1.4467690355725018
+			11: 1.2907119544949173
+			144: 1.5873275912342366
+			145: 1.9198143064375461
+			12: 2.2533648088916247
+			147: 1.747890660026784
+			148: 1.436164845643807
+			20: 1.991609432994987
+			150: 1.8109854987255802
+			151: 1.6953683686244805
+			22: 1.5060260323923602
+			153: 1.708202891919297
+			154: 1.6963691562752732
+			21: 1.87731093602303
+			156: 2.142094773425542
+			157: 2.240978526071491
+			23: 2.110667241896683
+			159: 2.2746052761540887
+			160: 2.2265284572934942
+			161: 2.1973066159601427
+			162: 1.7926476622155938
+			163: 1.5326108170595516
+			164: 1.729851588257375
+			165: 2.121233580025467
+			166: 1.9985535852655705
+			167: 1.845910843504295
+			168: 2.0797132242663703
+			}
+		npe90_per_ldm {
+			101: 8.018897558697356
+			102: 7.97010628672223
+			103: 7.566745648570134
+			104: 8.095347755811265
+			105: 7.756765075016777
+			106: 7.039911855937849
+			107: 6.288952271483205
+			108: 5.773784683107754
+			24: 5.945580939663232
+			110: 5.829576040208693
+			111: 7.112875146109584
+			112: 7.940662690831719
+			113: 8.250074675668332
+			114: 8.07748482264541
+			115: 8.233109448421368
+			116: 8.242831765389505
+			117: 8.687203940264425
+			1: 5.86847210127666
+			119: 5.243952556782381
+			2: 5.137097829449687
+			121: 5.2659079859150815
+			3: 5.857022822554752
+			4: 6.151300083812946
+			124: 5.789014437973446
+			5: 5.372824967591501
+			126: 5.475210902866383
+			6: 5.86178580377768
+			128: 3.2289389333211234
+			129: 2.622261396524905
+			130: 2.7304992712176763
+			17: 3.1572454384592046
+			16: 2.452719009880311
+			133: 2.627498132517079
+			134: 2.7312065493277164
+			135: 2.2973900896540504
+			18: 2.0929480199891537
+			7: 3.65244010654807
+			138: 3.1776907692766656
+			139: 2.8232017769140567
+			8: 2.450986276686096
+			141: 2.491367195541456
+			142: 2.914612560836842
+			11: 2.510987040195006
+			144: 2.9695834676241772
+			145: 3.4200280229584106
+			12: 3.949345153264541
+			147: 3.1944286922995526
+			148: 2.487523608598698
+			20: 3.975484769060534
+			150: 3.385725078332356
+			151: 3.285296446152331
+			22: 2.7130471412453243
+			153: 2.992534087755148
+			154: 2.9411914409794786
+			21: 3.4939899717823275
+			156: 4.021007684523546
+			157: 4.190985454904701
+			23: 4.130310029590604
+			159: 4.314667308966008
+			160: 4.272504657006288
+			161: 4.685153554561627
+			162: 3.203495263181351
+			163: 2.747330827383441
+			164: 3.0265766339171187
+			165: 4.500497180240332
+			166: 3.8905157693437964
+			167: 3.891106312239455
+			168: 3.8933988592268465
+			}
+		npe95_per_ldm {
+			101: 10.417038072470968
+			102: 9.991198289523819
+			103: 9.379720137555848
+			104: 9.799656008084403
+			105: 9.22207737018875
+			106: 8.829078350035305
+			107: 7.992799269180475
+			108: 7.4082148935339465
+			24: 7.413781438652343
+			110: 7.37361147503038
+			111: 8.709348785745767
+			112: 9.312892440791485
+			113: 9.77808155435385
+			114: 10.325717515744035
+			115: 10.033803637246558
+			116: 10.004145195487656
+			117: 10.821755638172457
+			1: 6.765196576889283
+			119: 5.947330615300408
+			2: 5.862662969499837
+			121: 6.152025258743905
+			3: 7.1670021067469625
+			4: 7.454245442904308
+			124: 6.756637702306873
+			5: 6.1635352411726165
+			126: 6.519119512853371
+			6: 7.1940984593611095
+			128: 3.6571416433436674
+			129: 3.056401499324455
+			130: 3.3808439264483634
+			17: 4.061928034301918
+			16: 2.9407680765002353
+			133: 3.0653183161807847
+			134: 3.180963980499353
+			135: 2.901656649057088
+			18: 2.840245418802563
+			7: 4.597797894095366
+			138: 4.3035882561965675
+			139: 3.7014036924353197
+			8: 3.5013324792600873
+			141: 3.2526250820240743
+			142: 3.9174824517972575
+			11: 3.63472057362023
+			144: 4.191612176955886
+			145: 4.520173157846678
+			12: 4.912688917799541
+			147: 4.356777295067304
+			148: 3.8592166644229673
+			20: 5.541101603402795
+			150: 4.834433689727549
+			151: 4.3500326868388095
+			22: 3.813502938654715
+			153: 4.389537008701319
+			154: 4.776232703613533
+			21: 4.980501036793917
+			156: 5.277853337613837
+			157: 5.740403588832144
+			23: 5.724463408255806
+			159: 5.932445207932544
+			160: 5.8883880784816025
+			161: 6.852697999733049
+			162: 4.380159191875369
+			163: 3.5470116495641206
+			164: 3.992186775614564
+			165: 5.563741112172766
+			166: 5.302063622441587
+			167: 5.434068653301774
+			168: 5.857697902700627
+			}
+		npe99_per_ldm {
+			101: 15.088755845432772
+			102: 13.073819615334575
+			103: 13.477893246441145
+			104: 12.545880504907462
+			105: 12.097862148538754
+			106: 12.268080481835584
+			107: 11.25379241268216
+			108: 10.828929543085886
+			24: 11.717651103815243
+			110: 11.699755871901786
+			111: 12.184678792172349
+			112: 13.34509981517936
+			113: 11.83952843526531
+			114: 12.853085381739312
+			115: 13.994438403474529
+			116: 13.081667763696956
+			117: 14.42657011217481
+			1: 8.916371368807438
+			119: 7.997584620353168
+			2: 7.610065164179458
+			121: 7.6362815228963035
+			3: 8.797749915381567
+			4: 9.865833274647276
+			124: 7.910805681261553
+			5: 8.048606667984895
+			126: 8.619571570257547
+			6: 9.183003733406897
+			128: 4.865828948220972
+			129: 4.287177166390985
+			130: 5.352060488383854
+			17: 6.229529147494782
+			16: 4.921147034354624
+			133: 5.357211627886322
+			134: 5.565350192932446
+			135: 5.716824998156575
+			18: 5.408026129580792
+			7: 6.784161819068971
+			138: 6.674934894826747
+			139: 5.596098482770631
+			8: 4.810708425032517
+			141: 5.29448127755881
+			142: 5.587101373823092
+			11: 6.561695360938204
+			144: 6.190677292735184
+			145: 7.575832280733528
+			12: 7.970272010646224
+			147: 7.102125471669491
+			148: 6.117951030854053
+			20: 9.733188811612486
+			150: 8.108968351347654
+			151: 8.053888878839329
+			22: 8.501392906622689
+			153: 7.842154498433768
+			154: 9.348911008680913
+			21: 10.794637315024282
+			156: 11.4410194218526
+			157: 10.844758689065458
+			23: 10.508751739629794
+			159: 10.397173521760807
+			160: 9.493416503817661
+			161: 11.033949636665236
+			162: 8.776212120745663
+			163: 9.80338512675157
+			164: 9.456915239371774
+			165: 11.727340045598552
+			166: 11.91779218298747
+			167: 11.234236463238254
+			168: 11.068899102792699
+			}
+		}
+	headpose {
+		mae_ypr: [2.083062363064235, 2.475056062512911, 0.9064911102818425]
+		mae_mean: 1.8215365119529963
+		acc_label: [0.8875739644970414, 0.8520710059171598, 0.9388560157790927]
+		acc_adj_label: [1.0, 1.0, 1.0]
+		sr_yaw {
+			2.5: 0.6923076923076923
+			5: 0.9368836291913215
+			10: 0.9960552268244576
+			15: 1.0
+			30: 1.0
+			}
+		sr_pitch {
+			2.5: 0.5798816568047337
+			5: 0.893491124260355
+			10: 0.9940828402366864
+			15: 1.0
+			30: 1.0
+			}
+		sr_roll {
+			2.5: 0.9428007889546351
+			5: 0.9980276134122288
+			10: 1.0
+			15: 1.0
+			30: 1.0
+			}
+		}
+	}
diff --git a/SPIGA/spiga/eval/results/cofw68/results_cofw68_test.json b/SPIGA/spiga/eval/results/cofw68/results_cofw68_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..c55e4b7f2f66d52940f4993e48fd1d4328e81bf2
--- /dev/null
+++ b/SPIGA/spiga/eval/results/cofw68/results_cofw68_test.json
@@ -0,0 +1 @@
+[{"imgpath": "images/01345.jpg", "bbox": [58.006261023079475, 9.827881921393704, 127.50703626682716, 108.29814708263885], "headpose": [-3.5092620849609375, -8.48554801940918, -1.9112073183059692, -0.1780763417482376, -0.026167767122387886, 3.1898396015167236], "ids": [101, 102, 103, 104, 105, 106, 107, 108, 24, 110, 111, 112, 113, 114, 115, 116, 117, 1, 119, 2, 121, 3, 4, 124, 5, 126, 6, 128, 129, 130, 17, 16, 133, 134, 135, 18, 7, 138, 139, 8, 141, 142, 11, 144, 145, 12, 147, 148, 20, 150, 151, 22, 153, 154, 21, 156, 157, 23, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168], "landmarks": [[59.535507997802846, 25.347622566754705], [60.0508374245637, 40.40869324070804], [61.43936258444504, 55.15413239278219], [64.26102801232226, 69.84178105662677], [70.01305423402346, 84.429644608128], [79.06880549956924, 97.83258731059348], [89.96378693309417, 108.96673806926168], [102.31899811597289, 116.2672119350002], [116.65721040632792, 118.15433737610175], [130.98863740632376, 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\ No newline at end of file
diff --git a/SPIGA/spiga/eval/results/merlrav/metrics_merlrav_test.txt b/SPIGA/spiga/eval/results/merlrav/metrics_merlrav_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..582c650e219abb322077e3608d40f8dd8bc7b533
--- /dev/null
+++ b/SPIGA/spiga/eval/results/merlrav/metrics_merlrav_test.txt
@@ -0,0 +1,377 @@
+Metrics {
+	landmarks {
+		nme: 1.5086804931543236
+		nme_p90: 2.1635501319152364
+		nme_p95: 2.466109589313714
+		nme_p99: 3.455642125258591
+		nme_thr: 7
+		nme_norm: lnd_bbox
+		auc: 78.47397661438411
+		fr: 0.051746442432087925
+		subset {
+			frontal {
+				nme: 1.61560462312357
+				nme_p90: 2.2463951142028145
+				nme_p95: 2.572226598305855
+				nme_p99: 3.6210860696886833
+				auc: 76.9597525877967
+				fr: 0.09111617312073106
+				}
+			half_profile {
+				nme: 1.6828487909060967
+				nme_p90: 2.272702728357507
+				nme_p95: 2.5471145536327953
+				nme_p99: 3.3987905213552203
+				auc: 75.9657914896377
+				fr: 0.0
+				}
+			half_profile_left {
+				nme: 1.6593883465198958
+				nme_p90: 2.3284338844722074
+				nme_p95: 2.5693632263530124
+				nme_p99: 3.278697689229699
+				auc: 76.30098571769051
+				fr: 0.0
+				}
+			half_profile_right {
+				nme: 1.7054658859842966
+				nme_p90: 2.220904448144333
+				nme_p95: 2.491175396697724
+				nme_p99: 3.5122625056995673
+				auc: 75.64173351430159
+				fr: 0.0
+				}
+			profile {
+				nme: 1.1912121935927615
+				nme_p90: 1.7318457133250305
+				nme_p95: 2.04549650792864
+				nme_p99: 2.878427460092048
+				auc: 82.98987188287711
+				fr: 0.0
+				}
+			profile_left {
+				nme: 1.1429927541204028
+				nme_p90: 1.6430975490859832
+				nme_p95: 1.9478367509011818
+				nme_p99: 2.63876055903246
+				auc: 83.67867425299369
+				fr: 0.0
+				}
+			profile_right {
+				nme: 1.2370558577626498
+				nme_p90: 1.810307762848865
+				nme_p95: 2.1411266828074176
+				nme_p99: 2.9389777318895325
+				auc: 82.332208276089
+				fr: 0.0
+				}
+			}
+		nme_per_ldm {
+			101: 3.3589768431762175
+			102: 2.7531280870845873
+			103: 2.859701002904713
+			104: 2.8634457682779235
+			105: 2.877658841330188
+			106: 2.720071048885179
+			107: 2.4629924994495793
+			108: 2.2467294961158877
+			24: 2.1288254355152607
+			110: 2.2724448767452325
+			111: 2.540627823930061
+			112: 2.8284471937158453
+			113: 3.012202614117622
+			114: 3.0464652090359206
+			115: 3.0443508364827943
+			116: 2.9206874592197822
+			117: 3.5246519565195786
+			1: 2.4989484892381864
+			119: 2.094527573540818
+			2: 1.9975862837642682
+			121: 1.9667532281958748
+			3: 2.1557279059194916
+			4: 2.036801626056737
+			124: 1.825762147391309
+			5: 1.9798960712376632
+			126: 2.205651215578999
+			6: 2.6494703945724276
+			128: 1.4815483716437434
+			129: 1.231528474400865
+			130: 1.247063433631788
+			17: 1.4741665492704437
+			16: 1.204987012197412
+			133: 1.0170302588663973
+			134: 1.0350961889009112
+			135: 1.0078531087065747
+			18: 1.229081438697912
+			7: 1.2964041628692098
+			138: 1.1803380166768218
+			139: 1.1907173974524987
+			8: 1.1245143408558638
+			141: 1.1016743161735143
+			142: 1.1321081964660915
+			11: 1.0727780654424217
+			144: 1.1618244167936957
+			145: 1.2171458580396803
+			12: 1.3729999278923841
+			147: 1.1778922447451972
+			148: 1.1254606806695924
+			20: 1.0895438485495015
+			150: 1.1152916781328186
+			151: 1.186922081665385
+			22: 1.0107909205470527
+			153: 1.1651654397855509
+			154: 1.1413200775970356
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+			156: 1.2323070958056401
+			157: 1.2951471399634233
+			23: 1.3496263569400522
+			159: 1.3166097535695698
+			160: 1.185578952219307
+			161: 1.1289970069187725
+			162: 1.1741022347060504
+			163: 1.0222564924321926
+			164: 1.182969390549842
+			165: 1.1677089625147783
+			166: 1.4000000311093093
+			167: 1.1875541874658213
+			168: 1.3548409427314658
+			}
+		npe90_per_ldm {
+			101: 6.841303462812936
+			102: 5.871967061156423
+			103: 6.435313555001839
+			104: 6.0863414215710545
+			105: 5.856386610328998
+			106: 5.3515838953111325
+			107: 4.936905109240317
+			108: 4.35646958881554
+			24: 4.154501717080872
+			110: 4.366467634101041
+			111: 5.007177442427851
+			112: 5.75662407531498
+			113: 6.147574364558974
+			114: 6.5819160311808504
+			115: 7.242887674595011
+			116: 6.139449989740605
+			117: 6.913785566410088
+			1: 5.264989646117678
+			119: 4.281934194047823
+			2: 4.078521868372654
+			121: 3.9081540494658076
+			3: 4.243355566911822
+			4: 4.016214823124536
+			124: 3.688705902703632
+			5: 3.9564376406091695
+			126: 4.667716897467507
+			6: 5.730550741940217
+			128: 2.671781950666222
+			129: 2.191045192348473
+			130: 2.238379783884833
+			17: 2.608140372894774
+			16: 2.1748623755375593
+			133: 1.7634276968625462
+			134: 1.8924906144995726
+			135: 1.7874400893528062
+			18: 2.2361018447957703
+			7: 2.5174159955382107
+			138: 2.2777400322113186
+			139: 2.230048482303937
+			8: 2.191010919936544
+			141: 2.097821997361514
+			142: 2.139694713995162
+			11: 2.1575823638269345
+			144: 2.1801001764063463
+			145: 2.3478125097855127
+			12: 2.6692055655031304
+			147: 2.2042056800179175
+			148: 2.0837791212171304
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+			150: 2.069576194472468
+			151: 2.2168224383982555
+			22: 1.8675655632850923
+			153: 2.2593226852473003
+			154: 2.169092157346306
+			21: 2.2776575357980002
+			156: 2.313307796442557
+			157: 2.4325564157550295
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+			159: 2.457834012145091
+			160: 2.2375426349501075
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+			163: 1.9237306114380308
+			164: 2.2285056022065644
+			165: 2.2872963189685924
+			166: 2.6474074126240037
+			167: 2.266259572666768
+			168: 2.6563960731826053
+			}
+		npe95_per_ldm {
+			101: 8.441117987108047
+			102: 7.809974197367657
+			103: 8.914018643798276
+			104: 7.985589833529736
+			105: 7.657610856797052
+			106: 6.901529644151474
+			107: 6.003484363104082
+			108: 5.359714843390148
+			24: 5.237271616781721
+			110: 5.35817329527914
+			111: 6.093353283047422
+			112: 7.178776732921367
+			113: 7.864851413344902
+			114: 8.435585935405099
+			115: 9.31943075203189
+			116: 8.338565642906014
+			117: 8.844323862195974
+			1: 6.920610608658486
+			119: 5.579137925444407
+			2: 5.118546782224291
+			121: 4.9331439703683095
+			3: 5.3920267113612
+			4: 4.991568250091611
+			124: 4.567737138187528
+			5: 5.007922132090623
+			126: 5.8629287499286376
+			6: 7.279068497806011
+			128: 3.277869272288929
+			129: 2.6265009714322414
+			130: 2.598266674561741
+			17: 3.1108016117707487
+			16: 2.6423645953005237
+			133: 2.1061442879934087
+			134: 2.3322800165604987
+			135: 2.1330354379938354
+			18: 2.7965749304352037
+			7: 3.28428298493539
+			138: 2.9011942090088265
+			139: 2.8616896234789064
+			8: 2.965395206958521
+			141: 2.7671326920439228
+			142: 2.720548244959449
+			11: 2.7847408257771025
+			144: 2.8207150460715664
+			145: 3.0690144016397145
+			12: 3.5641601474934723
+			147: 2.9816894630361896
+			148: 2.7772131964014806
+			20: 2.9545877208209697
+			150: 2.676521986087967
+			151: 2.8397352668704365
+			22: 2.452843817529208
+			153: 2.786238880172479
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+			21: 3.2014971657831786
+			156: 2.99331035258674
+			157: 3.099565507520246
+			23: 3.1536920132264137
+			159: 3.035724672323389
+			160: 2.8590697596373205
+			161: 3.18328939939261
+			162: 2.745295751539974
+			163: 2.491584206354821
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+			165: 3.25229943328409
+			166: 3.384820152838584
+			167: 2.972183782174847
+			168: 3.393574192195915
+			}
+		npe99_per_ldm {
+			101: 13.306254348151949
+			102: 12.981243433347958
+			103: 14.194854214648371
+			104: 12.773848328599131
+			105: 11.310276344499538
+			106: 10.033189122433079
+			107: 8.737335443356818
+			108: 8.689656343619724
+			24: 8.813631497738173
+			110: 8.98053893671926
+			111: 9.200895008592042
+			112: 10.574307218972542
+			113: 11.80779942179725
+			114: 12.831817823579
+			115: 14.90723684715645
+			116: 13.403174325402333
+			117: 14.32637544856898
+			1: 11.107329717515297
+			119: 8.819292038261858
+			2: 7.998693376996145
+			121: 7.6630438328081265
+			3: 8.180601672453921
+			4: 7.1172156178272115
+			124: 6.883517943873057
+			5: 7.469622468883537
+			126: 9.260935533221096
+			6: 11.394333320505359
+			128: 4.985104181306873
+			129: 3.6610539607732746
+			130: 3.577669553046159
+			17: 4.282318668694788
+			16: 4.4367360979513535
+			133: 3.4077506728617175
+			134: 3.5073978351923065
+			135: 3.072085422485997
+			18: 3.8561367097286876
+			7: 5.243996543352382
+			138: 4.736214805102126
+			139: 4.658932237258348
+			8: 5.035769413543924
+			141: 4.859906333306005
+			142: 4.687698979363885
+			11: 4.754515314723082
+			144: 4.7954279914279745
+			145: 5.177008093991888
+			12: 6.376708713699464
+			147: 5.357222555071042
+			148: 4.726237540189613
+			20: 5.785803524452584
+			150: 4.7338985598610925
+			151: 4.626492612315765
+			22: 4.163245408353465
+			153: 4.496380103516062
+			154: 4.341338388123191
+			21: 6.061105262023478
+			156: 5.334943775605292
+			157: 5.152214838495613
+			23: 5.874569691242533
+			159: 5.791913011910687
+			160: 5.062634991173862
+			161: 5.835847336978609
+			162: 4.5226670212359945
+			163: 4.242683346393679
+			164: 4.30806562074895
+			165: 6.014068598402919
+			166: 5.471812890679048
+			167: 5.600333148651882
+			168: 5.405042102742384
+			}
+		}
+	headpose {
+		mae_ypr: [3.2345458128780242, 2.2386364658267817, 1.7062846932804483]
+		mae_mean: 2.393155657328418
+		acc_label: [0.8087968952134541, 0.8543337645536869, 0.8892626131953428]
+		acc_adj_label: [0.9886157826649418, 0.9992238033635188, 0.9979301423027167]
+		sr_yaw {
+			2.5: 0.6530401034928849
+			5: 0.8369987063389392
+			10: 0.9340232858990944
+			15: 0.9707632600258732
+			30: 0.9937904269081501
+			}
+		sr_pitch {
+			2.5: 0.6763260025873221
+			5: 0.9099611901681759
+			10: 0.9912031047865459
+			15: 0.9979301423027167
+			30: 0.9997412677878396
+			}
+		sr_roll {
+			2.5: 0.8243208279430789
+			5: 0.9291073738680465
+			10: 0.9800776196636481
+			15: 0.9943078913324709
+			30: 0.9987063389391979
+			}
+		}
+	}
diff --git a/SPIGA/spiga/eval/results/merlrav/results_merlrav_test.json b/SPIGA/spiga/eval/results/merlrav/results_merlrav_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..e34420cc35f14668037cad7777bfdb5198213e14
--- /dev/null
+++ b/SPIGA/spiga/eval/results/merlrav/results_merlrav_test.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:490f620f568d5cced54f61cf9b0a449c7e414c0f90f659290935d39811cbe1ee
+size 14445509
diff --git a/SPIGA/spiga/eval/results/wflw/metrics_wflw_test.txt b/SPIGA/spiga/eval/results/wflw/metrics_wflw_test.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e6438fcfcc347c37561e100f1d0530679468f224
--- /dev/null
+++ b/SPIGA/spiga/eval/results/wflw/metrics_wflw_test.txt
@@ -0,0 +1,489 @@
+Metrics {
+	landmarks {
+		nme: 4.060449569787332
+		nme_p90: 6.765928760955893
+		nme_p95: 8.197544910122737
+		nme_p99: 13.090868491915499
+		nme_thr: 10
+		nme_norm: corners
+		auc: 60.55545281848933
+		fr: 2.080000000000004
+		subset {
+			pose {
+				nme: 7.1406786522793455
+				nme_p90: 10.683591623734115
+				nme_p95: 13.331614480116997
+				nme_p99: 26.88728473439624
+				auc: 35.30522609772822
+				fr: 11.65644171779141
+				}
+			expression {
+				nme: 4.457062543676477
+				nme_p90: 7.023696522424334
+				nme_p95: 8.14882559132701
+				nme_p99: 22.37794722994855
+				auc: 57.97977206967515
+				fr: 2.2292993630573243
+				}
+			illumination {
+				nme: 4.004404270660319
+				nme_p90: 6.5263439186718575
+				nme_p95: 7.9198072110541515
+				nme_p99: 11.091641927095278
+				auc: 61.30881713357479
+				fr: 1.5759312320916874
+				}
+			makeup {
+				nme: 3.809466022861384
+				nme_p90: 6.319715813961875
+				nme_p95: 8.290862588901753
+				nme_p99: 11.568122626675834
+				auc: 62.227636273476094
+				fr: 1.4563106796116498
+				}
+			occlusion {
+				nme: 4.951892714023863
+				nme_p90: 8.090266937174373
+				nme_p95: 9.927929968392291
+				nme_p99: 16.439363635459827
+				auc: 53.30944329221704
+				fr: 4.483695652173914
+				}
+			blur {
+				nme: 4.6502632721001484
+				nme_p90: 7.309129270660999
+				nme_p95: 8.694682218622555
+				nme_p99: 14.421681667881499
+				auc: 55.30994528611606
+				fr: 2.1992238033635148
+				}
+			}
+		nme_per_ldm {
+			100: 7.499428096385048
+			101: 7.051152856495479
+			102: 6.689364840366089
+			103: 6.405394902267039
+			104: 6.184828312751848
+			105: 6.01289637200206
+			106: 5.825792191666405
+			107: 5.703581143874681
+			108: 5.558218880650258
+			109: 5.456541574926521
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+			111: 5.266801213177881
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+			120: 5.154032577508115
+			121: 5.275157240183345
+			122: 5.389493979946993
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+			129: 6.455263479287812
+			130: 6.768471302761961
+			131: 7.125915842598694
+			132: 7.5666080900616945
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+			13: 2.7842155581430643
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+			195: 3.0754071648176375
+			196: 2.2687775736645497
+			197: 2.3802949379562897
+			}
+		npe90_per_ldm {
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+			102: 13.399793537733599
+			103: 12.718468904804915
+			104: 12.169341275908627
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+			106: 11.552579287899306
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+			118: 10.212154240626676
+			119: 10.343173662305139
+			120: 10.501815588300182
+			121: 10.60403011069595
+			122: 10.885667824449156
+			123: 11.223511777755174
+			124: 11.426450532559125
+			125: 11.731786380223648
+			126: 11.87994642089011
+			127: 12.347922569924979
+			128: 12.510717574506758
+			129: 13.203110126923216
+			130: 13.935800451738846
+			131: 14.65581284528847
+			132: 15.684327289240702
+			1: 9.145904257144307
+			134: 7.391833366795161
+			2: 6.557342516262404
+			136: 6.326639388017908
+			3: 7.123186160526489
+			138: 6.737679958469918
+			139: 6.122406459193663
+			140: 6.32844967785714
+			141: 7.423740406828487
+			4: 6.980971721786448
+			143: 6.45515651585541
+			5: 6.862006338881268
+			145: 7.679578611775045
+			6: 9.747986111715123
+			147: 7.334343333255734
+			148: 6.579826532395581
+			149: 6.304752067636323
+			150: 6.821268539263581
+			151: 4.755299967018147
+			152: 4.1313479515649725
+			153: 4.739782037447192
+			17: 5.5336191688254415
+			16: 6.437315379147384
+			156: 4.838950427255811
+			157: 5.138543963702374
+			158: 4.905267413061354
+			18: 6.107948731858525
+			7: 6.182595210311924
+			161: 4.856248707531849
+			9: 5.256125568483426
+			163: 4.51061528950398
+			8: 5.462974340475309
+			165: 4.517984859757126
+			10: 4.880297646197902
+			167: 4.851486229126095
+			11: 5.315306219280171
+			169: 4.753220539425407
+			13: 5.374371835997992
+			171: 4.852785312871789
+			12: 6.137253720508925
+			173: 4.902626446768939
+			14: 5.062119144586851
+			175: 4.477753808871465
+			20: 8.291468584753794
+			177: 6.865894383817322
+			178: 6.6278523121906945
+			22: 6.391876354854704
+			180: 6.737756386246774
+			181: 6.633701192824108
+			21: 8.828649325728422
+			183: 7.428439146636114
+			184: 7.215668900651159
+			23: 7.2506582758423885
+			186: 6.971699097467
+			187: 7.16787193303953
+			188: 7.134659063702044
+			189: 5.6504003691320195
+			190: 6.08694986471154
+			191: 5.698565063478801
+			192: 7.807921223112673
+			193: 6.27796544518223
+			194: 6.6953497695329105
+			195: 5.963853719652496
+			196: 4.42588286715022
+			197: 4.758802842487979
+			}
+		npe95_per_ldm {
+			100: 18.8274259243322
+			101: 17.91893820103512
+			102: 16.790440459339383
+			103: 16.36177051582291
+			104: 15.72781641631692
+			105: 15.041278647748332
+			106: 14.763833719969805
+			107: 15.025060221978926
+			108: 14.730682520252282
+			109: 14.643754841675316
+			110: 14.300136361811015
+			111: 14.654414320540273
+			112: 14.593583232262878
+			113: 14.47409072542243
+			114: 14.618637715471197
+			115: 14.530093031225332
+			24: 14.995606363223226
+			117: 14.448948156208589
+			118: 13.789274304854752
+			119: 13.832120269244403
+			120: 13.709518365737859
+			121: 14.129329077634093
+			122: 14.353242447422213
+			123: 15.16466545358333
+			124: 15.164929443920798
+			125: 15.113599392011784
+			126: 15.118919334522698
+			127: 15.493269395291685
+			128: 16.38552396477743
+			129: 17.243501461747186
+			130: 17.7726200230872
+			131: 18.733413340844084
+			132: 19.85817362564012
+			1: 12.282671457428942
+			134: 10.190266338206994
+			2: 8.627462529688064
+			136: 8.353884573498535
+			3: 9.149231954274304
+			138: 8.862645399076076
+			139: 8.214180187653598
+			140: 8.588138726132641
+			141: 10.198459485868906
+			4: 9.193189072829572
+			143: 8.508633703895459
+			5: 9.27580510928055
+			145: 10.66391353468443
+			6: 13.150535457623667
+			147: 10.295798054152893
+			148: 8.727375003658778
+			149: 8.139860884835961
+			150: 9.137884658727723
+			151: 6.1993757689099445
+			152: 5.379008416563386
+			153: 5.999217405852915
+			17: 7.471187849893246
+			16: 8.412519228071288
+			156: 6.511320139284012
+			157: 6.495503052291176
+			158: 6.4691245203276235
+			18: 8.046436081223744
+			7: 8.53023993361135
+			161: 6.5695540715861345
+			9: 7.06066679340818
+			163: 6.126827317718087
+			8: 7.391868149254668
+			165: 5.850762331953799
+			10: 6.392737721827344
+			167: 6.701751274702547
+			11: 7.108232079933884
+			169: 6.498765197817774
+			13: 7.377924918159498
+			171: 6.8661972583787225
+			12: 8.579455534855914
+			173: 6.604260017556539
+			14: 6.895344286814114
+			175: 6.07934878085839
+			20: 12.237940047506514
+			177: 10.415865290819106
+			178: 8.636449653407603
+			22: 8.548684956545552
+			180: 9.195403546434065
+			181: 9.307120855626186
+			21: 14.40623429205884
+			183: 11.136075208306705
+			184: 10.380179074464987
+			23: 9.900986672111294
+			186: 9.80179820389519
+			187: 11.26701817845163
+			188: 9.714741299910031
+			189: 7.997210438319446
+			190: 8.018485293706336
+			191: 8.152387130926519
+			192: 10.572139256377373
+			193: 8.829320776371096
+			194: 9.353915311261236
+			195: 8.770069844546882
+			196: 6.380411318934716
+			197: 6.925252704835688
+			}
+		npe99_per_ldm {
+			100: 31.796734331757474
+			101: 30.156823307914355
+			102: 28.085999280928775
+			103: 27.772409859859803
+			104: 27.063494458024618
+			105: 26.818097394520635
+			106: 25.30721172181605
+			107: 26.91752125832992
+			108: 26.856715591131337
+			109: 25.068096485672058
+			110: 25.487803402381296
+			111: 25.22568444548434
+			112: 25.97592571841177
+			113: 25.719255333824044
+			114: 26.344100968854626
+			115: 27.565684593896133
+			24: 25.958704292040675
+			117: 25.027316620457235
+			118: 24.153183750150713
+			119: 23.454696148177824
+			120: 23.650815452820808
+			121: 22.974733432539477
+			122: 22.7787999634705
+			123: 22.95454955539594
+			124: 23.536490612996054
+			125: 23.949973181222603
+			126: 24.156669818564882
+			127: 24.307258463774165
+			128: 26.230362982841182
+			129: 27.279179727007598
+			130: 27.658094700898353
+			131: 29.498087172293605
+			132: 31.031273144224297
+			1: 21.815528592810452
+			134: 18.552025618639288
+			2: 16.112806045145106
+			136: 16.26474105956125
+			3: 16.03098434863021
+			138: 15.331273499198128
+			139: 14.571579406397491
+			140: 15.17885461687226
+			141: 18.84639764294039
+			4: 15.14680909708014
+			143: 15.959472764350828
+			5: 16.782205693066487
+			145: 19.544102261096246
+			6: 22.703607587916377
+			147: 18.72768083165344
+			148: 16.949308129734572
+			149: 15.403991541464318
+			150: 16.53716758233348
+			151: 10.225916118065296
+			152: 9.87580178788986
+			153: 11.078951829537761
+			17: 11.432785302080758
+			16: 13.77854390122661
+			156: 11.423297506459893
+			157: 11.649539675840872
+			158: 10.298080549891448
+			18: 12.980837586206968
+			7: 15.380520840864325
+			161: 13.675989650355017
+			9: 13.996495073301666
+			163: 12.2974182120915
+			8: 12.70906602790459
+			165: 11.986475872557232
+			10: 12.564713827155238
+			167: 13.186734914311163
+			11: 12.050553315262324
+			169: 11.60835366208721
+			13: 13.926666792959946
+			171: 13.430274209070587
+			12: 16.136339266834494
+			173: 14.083254962467871
+			14: 13.786860675398353
+			175: 11.820493814517507
+			20: 31.456220720812258
+			177: 17.145310081719785
+			178: 14.383365993773618
+			22: 14.266997881870614
+			180: 14.767809590251009
+			181: 16.5761236909575
+			21: 34.75300701148773
+			183: 21.53482636836683
+			184: 19.21124669677774
+			23: 17.370155603691355
+			186: 18.523203073422827
+			187: 22.25607277080702
+			188: 22.550397440214464
+			189: 14.875857373605129
+			190: 14.056370833704333
+			191: 14.59218011999597
+			192: 24.578201317085025
+			193: 17.409549388507017
+			194: 17.03090444462318
+			195: 16.907666081457222
+			196: 13.586781795190145
+			197: 13.688773958708495
+			}
+		}
+	headpose {
+		mae_ypr: [1.8035515527812418, 1.8859887869300525, 0.969774915452454]
+		mae_mean: 1.5531050850545827
+		acc_label: [0.888, 0.8716, 0.9472]
+		acc_adj_label: [0.9988, 1.0, 1.0]
+		sr_yaw {
+			2.5: 0.7692
+			5: 0.95
+			10: 0.9952
+			15: 0.998
+			30: 1.0
+			}
+		sr_pitch {
+			2.5: 0.7332
+			5: 0.9504
+			10: 0.996
+			15: 0.9992
+			30: 1.0
+			}
+		sr_roll {
+			2.5: 0.932
+			5: 0.9876
+			10: 0.9996
+			15: 1.0
+			30: 1.0
+			}
+		}
+	}
diff --git a/SPIGA/spiga/eval/results/wflw/results_wflw_test.json b/SPIGA/spiga/eval/results/wflw/results_wflw_test.json
new file mode 100644
index 0000000000000000000000000000000000000000..720fbd0403efe72e152181962cf2e35eb80fc1b0
--- /dev/null
+++ b/SPIGA/spiga/eval/results/wflw/results_wflw_test.json
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:943cb588521b73c0c8ddab4cf297a6b7653006a93568808c63389611a731f74c
+size 13109839
diff --git a/SPIGA/spiga/eval/results_gen.py b/SPIGA/spiga/eval/results_gen.py
new file mode 100644
index 0000000000000000000000000000000000000000..2c20995eaf1d174f729fae168cbc509c1732e2ff
--- /dev/null
+++ b/SPIGA/spiga/eval/results_gen.py
@@ -0,0 +1,87 @@
+import pkg_resources
+import json
+import copy
+import torch
+
+import spiga.data.loaders.dl_config as dl_cfg
+import spiga.data.loaders.dataloader as dl
+import spiga.inference.pretreatment as pretreat
+from spiga.inference.framework import SPIGAFramework
+from spiga.inference.config import ModelConfig
+
+
+def main():
+    import argparse
+    pars = argparse.ArgumentParser(description='Experiment results generator')
+    pars.add_argument('database', type=str, help='Database name',
+                      choices=['wflw', '300wpublic', '300wprivate', "merlrav", "cofw68"])
+    pars.add_argument('-a','--anns', type=str, default='test', help='Annotations type: test, valid or train')
+    pars.add_argument('--gpus', type=int, default=0, help='GPU Id')
+    args = pars.parse_args()
+
+    # Load model framework
+    model_cfg = ModelConfig(args.database)
+    model_framework = SPIGAFramework(model_cfg, gpus=[args.gpus])
+
+    # Generate results
+    tester = Tester(model_framework, args.database, anns_type=args.anns)
+    with torch.no_grad():
+        tester.generate_results()
+
+
+class Tester:
+
+    def __init__(self, model_framework, database, anns_type='test'):
+
+        # Parameters
+        self.anns_type = anns_type
+        self.database = database
+
+        # Model initialization
+        self.model_framework = model_framework
+
+        # Dataloader
+        self.dl_eval = dl_cfg.AlignConfig(self.database, mode=self.anns_type)
+        self.dl_eval.aug_names = []
+        self.dl_eval.shuffle = False
+        self.dl_eval.target_dist = self.model_framework.model_cfg.target_dist
+        self.dl_eval.image_size = self.model_framework.model_cfg.image_size
+        self.dl_eval.ftmap_size = self.model_framework.model_cfg.ftmap_size
+
+        self.batch_size = 1
+        self.test_data, _ = dl.get_dataloader(self.batch_size, self.dl_eval,
+                                              pretreat=pretreat.NormalizeAndPermute(), debug=True)
+
+        # Results
+        self.data_struc = {'imgpath': str, 'bbox': None, 'headpose': None, 'ids': None, 'landmarks': None, 'visible': None}
+        self.result_path = pkg_resources.resource_filename('spiga', 'eval/results')
+        self.result_file = '/results_%s_%s.json' % (self.database, self.anns_type)
+        self.file_out = self.result_path + self.result_file
+
+    def generate_results(self):
+
+        data = []
+        for step, batch in enumerate(self.test_data):
+            print('Step: ', step)
+            inputs = self.model_framework.select_inputs(batch)
+            outputs_raw = self.model_framework.net_forward(inputs)
+            # Postprocessing
+            outputs = self.model_framework.postreatment(outputs_raw, batch['bbox'], batch['bbox_raw'])
+
+            # Data
+            data_dict = copy.deepcopy(self.data_struc)
+            data_dict['imgpath'] = batch['imgpath_local'][0]
+            data_dict['bbox'] = batch['bbox_raw'][0].numpy().tolist()
+            data_dict['visible'] = batch['visible'][0].numpy().tolist()
+            data_dict['ids'] = self.dl_eval.database.ldm_ids
+            data_dict['landmarks'] = outputs['landmarks'][0]
+            data_dict['headpose'] = outputs['headpose'][0]
+            data.append(data_dict)
+
+        # Save outputs
+        with open(self.file_out, 'w') as outfile:
+            json.dump(data, outfile)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/SPIGA/spiga/inference/__init__.py b/SPIGA/spiga/inference/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/inference/config.py b/SPIGA/spiga/inference/config.py
new file mode 100644
index 0000000000000000000000000000000000000000..f6b881852fa1feed3ffe14aab9eb23cf89b750ed
--- /dev/null
+++ b/SPIGA/spiga/inference/config.py
@@ -0,0 +1,58 @@
+from collections import OrderedDict
+
+from spiga.data.loaders.dl_config import DatabaseStruct
+
+MODELS_URL = {'wflw': 'https://drive.google.com/uc?export=download&confirm=yes&id=1h0qA5ysKorpeDNRXe9oYkVcVe8UYyzP7',
+              '300wpublic': 'https://drive.google.com/uc?export=download&confirm=yes&id=1YrbScfMzrAAWMJQYgxdLZ9l57nmTdpQC',
+              '300wprivate': 'https://drive.google.com/uc?export=download&confirm=yes&id=1fYv-Ie7n14eTD0ROxJYcn6SXZY5QU9SM',
+              'merlrav': 'https://drive.google.com/uc?export=download&confirm=yes&id=1GKS1x0tpsTVivPZUk_yrSiMhwEAcAkg6',
+              'cofw68': 'https://drive.google.com/uc?export=download&confirm=yes&id=1fYv-Ie7n14eTD0ROxJYcn6SXZY5QU9SM'}
+
+
+class ModelConfig(object):
+
+    def __init__(self, dataset_name=None, load_model_url=True):
+        # Model configuration
+        self.model_weights = None
+        self.model_weights_path = None
+        self.load_model_url = load_model_url
+        self.model_weights_url = None
+        # Pretreatment
+        self.focal_ratio = 1.5          # Camera matrix focal length ratio.
+        self.target_dist = 1.6          # Target distance zoom in/out around face.
+        self.image_size = (256, 256)
+        # Outputs
+        self.ftmap_size = (64, 64)
+        # Dataset
+        self.dataset = None
+
+        if dataset_name is not None:
+            self.update_with_dataset(dataset_name)
+
+    def update_with_dataset(self, dataset_name):
+
+        config_dict = {'dataset': DatabaseStruct(dataset_name),
+                       'model_weights': 'spiga_%s.pt' % dataset_name}
+
+        if dataset_name == 'cofw68':     # Test only
+            config_dict['model_weights'] = 'spiga_300wprivate.pt'
+
+        if self.load_model_url:
+            config_dict['model_weights_url'] = MODELS_URL[dataset_name]
+
+        self.update(config_dict)
+
+    def update(self, params_dict):
+        state_dict = self.state_dict()
+        for k, v in params_dict.items():
+            if k in state_dict or hasattr(self, k):
+                setattr(self, k, v)
+            else:
+                raise Warning('Unknown option: {}: {}'.format(k, v))
+
+    def state_dict(self):
+        state_dict = OrderedDict()
+        for k in self.__dict__.keys():
+            if not k.startswith('_'):
+                state_dict[k] = getattr(self, k)
+        return state_dict
diff --git a/SPIGA/spiga/inference/framework.py b/SPIGA/spiga/inference/framework.py
new file mode 100644
index 0000000000000000000000000000000000000000..a0f1f992539506b5743cf57ea30c5c8efdb6263f
--- /dev/null
+++ b/SPIGA/spiga/inference/framework.py
@@ -0,0 +1,145 @@
+from spiga.inference.config import ModelConfig
+from spiga.models.spiga import SPIGA
+import spiga.inference.pretreatment as pretreat
+import os
+import pkg_resources
+import copy
+import torch
+import numpy as np
+
+# Paths
+weights_path_dft = pkg_resources.resource_filename('spiga', 'models/weights')
+
+
+class SPIGAFramework:
+
+    def __init__(self, model_cfg: ModelConfig(), gpus=[0], load3DM=True):
+
+        # Parameters
+        self.model_cfg = model_cfg
+        self.gpus = gpus
+
+        # Pretreatment initialization
+        self.transforms = pretreat.get_transformers(self.model_cfg)
+
+        # SPIGA model
+        self.model_inputs = ['image', "model3d", "cam_matrix"]
+        self.model = SPIGA(num_landmarks=model_cfg.dataset.num_landmarks,
+                           num_edges=model_cfg.dataset.num_edges)
+
+        # Load weights and set model
+        weights_path = self.model_cfg.model_weights_path
+        if weights_path is None:
+            weights_path = weights_path_dft
+
+        if self.model_cfg.load_model_url:
+            model_state_dict = torch.hub.load_state_dict_from_url(self.model_cfg.model_weights_url,
+                                                                  model_dir=weights_path,
+                                                                  file_name=self.model_cfg.model_weights)
+        else:
+            weights_file = os.path.join(
+                weights_path, self.model_cfg.model_weights)
+            model_state_dict = torch.load(weights_file)
+
+        self.model.load_state_dict(model_state_dict)
+        # self.model = self.model.cuda(gpus[0])
+        self.model = self.model.cuda(
+            gpus[0]) if torch.cuda.is_available() else self.model
+        self.model.eval()
+        print('SPIGA model loaded!')
+
+        # Load 3D model and camera intrinsic matrix
+        if load3DM:
+            loader_3DM = pretreat.AddModel3D(model_cfg.dataset.ldm_ids,
+                                             ftmap_size=model_cfg.ftmap_size,
+                                             focal_ratio=model_cfg.focal_ratio,
+                                             totensor=True)
+            params_3DM = self._data2device(loader_3DM())
+            self.model3d = params_3DM['model3d']
+            self.cam_matrix = params_3DM['cam_matrix']
+
+    def inference(self, image, bboxes):
+        """
+        @param self:
+        @param image: Raw image
+        @param bboxes: List of bounding box founded on the image [[x,y,w,h],...]
+        @return: features dict {'landmarks': list with shape (num_bbox, num_landmarks, 2) and x,y referred to image size
+                                'headpose': list with shape (num_bbox, 6) euler->[:3], trl->[3:]
+        """
+        batch_crops, crop_bboxes = self.pretreat(image, bboxes)
+        outputs = self.net_forward(batch_crops)
+        features = self.postreatment(outputs, crop_bboxes, bboxes)
+        return features
+
+    def pretreat(self, image, bboxes):
+        crop_bboxes = []
+        crop_images = []
+        for bbox in bboxes:
+            sample = {'image': copy.deepcopy(image),
+                      'bbox': copy.deepcopy(bbox)}
+            sample_crop = self.transforms(sample)
+            crop_bboxes.append(sample_crop['bbox'])
+            crop_images.append(sample_crop['image'])
+
+        # Images to tensor and device
+        batch_images = torch.tensor(np.array(crop_images), dtype=torch.float)
+        batch_images = self._data2device(batch_images)
+        # Batch 3D model and camera intrinsic matrix
+        batch_model3D = self.model3d.unsqueeze(0).repeat(len(bboxes), 1, 1)
+        batch_cam_matrix = self.cam_matrix.unsqueeze(
+            0).repeat(len(bboxes), 1, 1)
+
+        # SPIGA inputs
+        model_inputs = [batch_images, batch_model3D, batch_cam_matrix]
+        return model_inputs, crop_bboxes
+
+    def net_forward(self, inputs):
+        outputs = self.model(inputs)
+        return outputs
+
+    def postreatment(self, output, crop_bboxes, bboxes):
+        features = {}
+        crop_bboxes = np.array(crop_bboxes)
+        bboxes = np.array(bboxes)
+
+        if 'Landmarks' in output.keys():
+            landmarks = output['Landmarks'][-1].cpu().detach().numpy()
+            landmarks = landmarks.transpose((1, 0, 2))
+            landmarks = landmarks*self.model_cfg.image_size
+            landmarks_norm = (
+                landmarks - crop_bboxes[:, 0:2]) / crop_bboxes[:, 2:4]
+            landmarks_out = (landmarks_norm * bboxes[:, 2:4]) + bboxes[:, 0:2]
+            landmarks_out = landmarks_out.transpose((1, 0, 2))
+            features['landmarks'] = landmarks_out.tolist()
+
+        # Pose output
+        if 'Pose' in output.keys():
+            pose = output['Pose'].cpu().detach().numpy()
+            features['headpose'] = pose.tolist()
+
+        return features
+
+    def select_inputs(self, batch):
+        inputs = []
+        for ft_name in self.model_inputs:
+            data = batch[ft_name]
+            inputs.append(self._data2device(data.type(torch.float)))
+        return inputs
+
+    def _data2device(self, data):
+        if isinstance(data, list):
+            data_var = data
+            for data_id, v_data in enumerate(data):
+                data_var[data_id] = self._data2device(v_data)
+        if isinstance(data, dict):
+            data_var = data
+            for k, v in data.items():
+                data[k] = self._data2device(v)
+        else:
+            with torch.no_grad():
+                if torch.cuda.is_available():
+                    data_var = data.cuda(
+                        device=self.gpus[0], non_blocking=True)
+                else:
+                    data_var = data
+        return data_var
diff --git a/SPIGA/spiga/inference/pretreatment.py b/SPIGA/spiga/inference/pretreatment.py
new file mode 100644
index 0000000000000000000000000000000000000000..c2099056356301d2f9300b344f6273f4c75b5b31
--- /dev/null
+++ b/SPIGA/spiga/inference/pretreatment.py
@@ -0,0 +1,31 @@
+from torchvision import transforms
+import numpy as np
+from PIL import Image
+import cv2
+
+from spiga.data.loaders.transforms import TargetCrop, ToOpencv, AddModel3D
+
+
+def get_transformers(data_config):
+    transformer_seq = [
+        Opencv2Pil(),
+        TargetCrop(data_config.image_size, data_config.target_dist),
+        ToOpencv(),
+        NormalizeAndPermute()]
+    return transforms.Compose(transformer_seq)
+
+
+class NormalizeAndPermute:
+    def __call__(self, sample):
+        image = np.array(sample['image'], dtype=float)
+        image = np.transpose(image, (2, 0, 1))
+        sample['image'] = image / 255
+        return sample
+
+
+class Opencv2Pil:
+    def __call__(self, sample):
+        image = cv2.cvtColor(sample['image'], cv2.COLOR_BGR2RGB)
+        sample['image'] = Image.fromarray(image)
+        return sample
+
diff --git a/SPIGA/spiga/models/__init__.py b/SPIGA/spiga/models/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/models/cnn/__init__.py b/SPIGA/spiga/models/cnn/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/models/cnn/cnn_multitask.py b/SPIGA/spiga/models/cnn/cnn_multitask.py
new file mode 100644
index 0000000000000000000000000000000000000000..c55694b513231d57fe2456b34cf2b65d82c7140e
--- /dev/null
+++ b/SPIGA/spiga/models/cnn/cnn_multitask.py
@@ -0,0 +1,94 @@
+from torch import nn
+from spiga.models.cnn.layers import Conv, Residual
+from spiga.models.cnn.hourglass import HourglassCore
+from spiga.models.cnn.coord_conv import AddCoordsTh
+from spiga.models.cnn.transform_e2p import E2Ptransform
+
+
+class MultitaskCNN(nn.Module):
+
+    def __init__(self, nstack=4, num_landmarks=98, num_edges=15, pose_req=True, **kwargs):
+        super(MultitaskCNN, self).__init__()
+
+        # Parameters
+        self.img_res = 256                  # WxH input resolution
+        self.ch_dim = 256                   # Default channel dimension
+        self.out_res = 64                   # WxH output resolution
+        self.nstack = nstack                # Hourglass modules stacked
+        self.num_landmarks = num_landmarks  # Number of landmarks
+        self.num_edges = num_edges          # Number of edges subsets (eyeR, eyeL, nose, etc)
+        self.pose_required = pose_req       # Multitask flag
+
+        # Image preprocessing
+        self.pre = nn.Sequential(
+            AddCoordsTh(x_dim=self.img_res, y_dim=self.img_res, with_r=True),
+            Conv(6, 64, 7, 2, bn=True, relu=True),
+            Residual(64, 128),
+            Conv(128, 128, 2, 2, bn=True, relu=True),
+            Residual(128, 128),
+            Residual(128, self.ch_dim)
+        )
+
+        # Hourglass modules
+        self.hgs = nn.ModuleList([HourglassCore(4, self.ch_dim) for i in range(self.nstack)])
+        self.hgs_out = nn.ModuleList([
+            nn.Sequential(
+                Residual(self.ch_dim, self.ch_dim),
+                Conv(self.ch_dim, self.ch_dim, 1, bn=True, relu=True)
+            ) for i in range(nstack)])
+        if self.pose_required:
+            self.hgs_core = nn.ModuleList([
+                nn.Sequential(
+                    Residual(self.ch_dim, self.ch_dim),
+                    Conv(self.ch_dim, self.ch_dim, 2, 2, bn=True, relu=True),
+                    Residual(self.ch_dim, self.ch_dim),
+                    Conv(self.ch_dim, self.ch_dim, 2, 2, bn=True, relu=True)
+                ) for i in range(nstack)])
+
+        # Attention module (ADnet style)
+        self.outs_points = nn.ModuleList([nn.Sequential(Conv(self.ch_dim, self.num_landmarks, 1, relu=False, bn=False),
+                                                        nn.Sigmoid()) for i in range(self.nstack - 1)])
+        self.outs_edges = nn.ModuleList([nn.Sequential(Conv(self.ch_dim, self.num_edges, 1, relu=False, bn=False),
+                                                       nn.Sigmoid()) for i in range(self.nstack - 1)])
+        self.E2Ptransform = E2Ptransform(self.num_landmarks, self.num_edges, out_dim=self.out_res)
+
+        self.outs_features = nn.ModuleList([Conv(self.ch_dim, self.num_landmarks, 1, relu=False, bn=False)for i in range(self.nstack - 1)])
+
+        # Stacked Hourglass inputs (nstack > 1)
+        self.merge_preds = nn.ModuleList([Conv(self.num_landmarks, self.ch_dim, 1, relu=False, bn=False) for i in range(self.nstack - 1)])
+        self.merge_features = nn.ModuleList([Conv(self.ch_dim, self.ch_dim, 1, relu=False, bn=False) for i in range(self.nstack - 1)])
+
+    def forward(self, imgs):
+
+        x = self.pre(imgs)
+        outputs = {'VisualField': [],
+                   'HGcore': []}
+
+        core_raw = []
+        for i in range(self.nstack):
+            # Hourglass
+            hg, core_raw = self.hgs[i](x, core=core_raw)
+            if self.pose_required:
+                core = self.hgs_core[i](core_raw[-self.hgs[i].n])
+                outputs['HGcore'].append(core)
+            hg = self.hgs_out[i](hg)
+
+            # Visual features
+            outputs['VisualField'].append(hg)
+
+            # Prepare next stacked input
+            if i < self.nstack - 1:
+                # Attentional modules
+                points = self.outs_points[i](hg)
+                edges = self.outs_edges[i](hg)
+                edges_ext = self.E2Ptransform(edges)
+                point_edges = points * edges_ext
+
+                # Landmarks
+                maps = self.outs_features[i](hg)
+                preds = maps * point_edges
+
+                # Outputs
+                x = x + self.merge_preds[i](preds) + self.merge_features[i](hg)
+
+        return outputs
diff --git a/SPIGA/spiga/models/cnn/coord_conv.py b/SPIGA/spiga/models/cnn/coord_conv.py
new file mode 100644
index 0000000000000000000000000000000000000000..45e970ffd3a5b9b0d94870d4193afe64a1222b35
--- /dev/null
+++ b/SPIGA/spiga/models/cnn/coord_conv.py
@@ -0,0 +1,58 @@
+import torch
+import torch.nn as nn
+
+
+class AddCoordsTh(nn.Module):
+    def __init__(self, x_dim=64, y_dim=64, with_r=False):
+        super(AddCoordsTh, self).__init__()
+        self.x_dim = x_dim
+        self.y_dim = y_dim
+        self.with_r = with_r
+
+        xx_channel, yy_channel = self._prepare_coords()
+        self.xx_channel = nn.parameter.Parameter(xx_channel, requires_grad=False)
+        self.yy_channel = nn.parameter.Parameter(yy_channel, requires_grad=False)
+
+    def _prepare_coords(self):
+        xx_ones = torch.ones([1, self.y_dim], dtype=torch.int32)
+        xx_ones = xx_ones.unsqueeze(-1)
+
+        xx_range = torch.arange(self.x_dim, dtype=torch.int32).unsqueeze(0)
+        xx_range = xx_range.unsqueeze(1)
+
+        xx_channel = torch.matmul(xx_ones, xx_range)
+        xx_channel = xx_channel.unsqueeze(-1)
+
+        yy_ones = torch.ones([1, self.x_dim], dtype=torch.int32)
+        yy_ones = yy_ones.unsqueeze(1)
+
+        yy_range = torch.arange(self.y_dim, dtype=torch.int32).unsqueeze(0)
+        yy_range = yy_range.unsqueeze(-1)
+
+        yy_channel = torch.matmul(yy_range, yy_ones)
+        yy_channel = yy_channel.unsqueeze(-1)
+
+        xx_channel = xx_channel.permute(0, 3, 2, 1)
+        yy_channel = yy_channel.permute(0, 3, 2, 1)
+
+        xx_channel = xx_channel.float() / (self.x_dim - 1)
+        yy_channel = yy_channel.float() / (self.y_dim - 1)
+
+        xx_channel = xx_channel * 2 - 1
+        yy_channel = yy_channel * 2 - 1
+        return xx_channel, yy_channel
+
+    def forward(self, input_tensor):
+        """
+        input_tensor: (batch, c, x_dim, y_dim)
+        """
+        batch_size_tensor = input_tensor.shape[0]
+        xx_channel = self.xx_channel.repeat(batch_size_tensor, 1, 1, 1)
+        yy_channel = self.yy_channel.repeat(batch_size_tensor, 1, 1, 1)
+        ret = torch.cat([input_tensor, xx_channel, yy_channel], dim=1)
+
+        if self.with_r:
+            rr = torch.sqrt(torch.pow(xx_channel - 0.5, 2) + torch.pow(yy_channel - 0.5, 2))
+            ret = torch.cat([ret, rr], dim=1)
+
+        return ret
diff --git a/SPIGA/spiga/models/cnn/hourglass.py b/SPIGA/spiga/models/cnn/hourglass.py
new file mode 100644
index 0000000000000000000000000000000000000000..c3fb01c410c8df97c1ab0e2ab82b0b0ba04dcc91
--- /dev/null
+++ b/SPIGA/spiga/models/cnn/hourglass.py
@@ -0,0 +1,53 @@
+import torch.nn as nn
+
+from spiga.models.cnn.layers import Conv, Deconv, Residual
+
+
+class Hourglass(nn.Module):
+    def __init__(self, n, f, bn=None, increase=0):
+        super(Hourglass, self).__init__()
+        nf = f + increase
+        self.up1 = Residual(f, f)
+        # Lower branch
+        self.pool1 = Conv(f, f, 2, 2,  bn=True, relu=True)
+        self.low1 = Residual(f, nf)
+        self.n = n
+        # Recursive hourglass
+        if self.n > 1:
+            self.low2 = Hourglass(n - 1, nf, bn=bn)
+        else:
+            self.low2 = Residual(nf, nf)
+        self.low3 = Residual(nf, f)
+        self.up2 = Deconv(f, f, 2, 2, bn=True, relu=True)
+
+    def forward(self, x):
+        up1 = self.up1(x)
+        pool1 = self.pool1(x)
+        low1 = self.low1(pool1)
+        low2 = self.low2(low1)
+        low3 = self.low3(low2)
+        up2 = self.up2(low3)
+        return up1 + up2
+
+
+class HourglassCore(Hourglass):
+    def __init__(self, n, f, bn=None, increase=0):
+        super(HourglassCore, self).__init__(n, f, bn=bn, increase=increase)
+        nf = f + increase
+        if self.n > 1:
+            self.low2 = HourglassCore(n - 1, nf, bn=bn)
+
+    def forward(self, x, core=[]):
+        up1 = self.up1(x)
+        pool1 = self.pool1(x)
+        low1 = self.low1(pool1)
+        if self.n > 1:
+            low2, core = self.low2(low1, core=core)
+        else:
+            low2 = self.low2(low1)
+            core.append(low2)
+        low3 = self.low3(low2)
+        if self.n > 1:
+            core.append(low3)
+        up2 = self.up2(low3)
+        return up1 + up2, core
diff --git a/SPIGA/spiga/models/cnn/layers.py b/SPIGA/spiga/models/cnn/layers.py
new file mode 100644
index 0000000000000000000000000000000000000000..36bcf16c7812a6824b115272ef4a8712015709c4
--- /dev/null
+++ b/SPIGA/spiga/models/cnn/layers.py
@@ -0,0 +1,79 @@
+from torch import nn
+
+
+class Conv(nn.Module):
+    def __init__(self, inp_dim, out_dim, kernel_size=3, stride=1, bn=False, relu=True):
+        super(Conv, self).__init__()
+        self.inp_dim = inp_dim
+        self.conv = nn.Conv2d(inp_dim, out_dim, kernel_size, stride, padding=(kernel_size - 1) // 2, bias=False)
+        self.relu = None
+        self.bn = None
+        if relu:
+            self.relu = nn.ReLU()
+        if bn:
+            self.bn = nn.BatchNorm2d(out_dim)
+
+    def forward(self, x):
+        assert x.size()[1] == self.inp_dim, "{} {}".format(x.size()[1], self.inp_dim)
+        x = self.conv(x)
+        if self.bn is not None:
+            x = self.bn(x)
+        if self.relu is not None:
+            x = self.relu(x)
+        return x
+
+
+class Deconv(nn.Module):
+    def __init__(self, inp_dim, out_dim, kernel_size=3, stride=1, bn=False, relu=True):
+        super(Deconv, self).__init__()
+        self.inp_dim = inp_dim
+        self.deconv = nn.ConvTranspose2d(inp_dim, out_dim, kernel_size=kernel_size, stride=stride, bias=False)
+        self.relu = None
+        self.bn = None
+        if relu:
+            self.relu = nn.ReLU()
+        if bn:
+            self.bn = nn.BatchNorm2d(out_dim)
+
+    def forward(self, x):
+        assert x.size()[1] == self.inp_dim, "{} {}".format(x.size()[1], self.inp_dim)
+        x = self.deconv(x)
+        if self.bn is not None:
+            x = self.bn(x)
+        if self.relu is not None:
+            x = self.relu(x)
+        return x
+
+
+class Residual(nn.Module):
+    def __init__(self, inp_dim, out_dim, kernel=3):
+        super(Residual, self).__init__()
+        self.relu = nn.ReLU()
+        self.bn1 = nn.BatchNorm2d(inp_dim)
+        self.conv1 = Conv(inp_dim, int(out_dim / 2), 1, relu=False)
+        self.bn2 = nn.BatchNorm2d(int(out_dim / 2))
+        self.conv2 = Conv(int(out_dim / 2), int(out_dim / 2), kernel, relu=False)
+        self.bn3 = nn.BatchNorm2d(int(out_dim / 2))
+        self.conv3 = Conv(int(out_dim / 2), out_dim, 1, relu=False)
+        self.skip_layer = Conv(inp_dim, out_dim, 1, relu=False)
+        if inp_dim == out_dim:
+            self.need_skip = False
+        else:
+            self.need_skip = True
+
+    def forward(self, x):
+        if self.need_skip:
+            residual = self.skip_layer(x)
+        else:
+            residual = x
+        out = self.bn1(x)
+        out = self.relu(out)
+        out = self.conv1(out)
+        out = self.bn2(out)
+        out = self.relu(out)
+        out = self.conv2(out)
+        out = self.bn3(out)
+        out = self.relu(out)
+        out = self.conv3(out)
+        out += residual
+        return out
diff --git a/SPIGA/spiga/models/cnn/transform_e2p.py b/SPIGA/spiga/models/cnn/transform_e2p.py
new file mode 100644
index 0000000000000000000000000000000000000000..14c42534bf5f608bd34f576c5ac1f6e8c0eb6167
--- /dev/null
+++ b/SPIGA/spiga/models/cnn/transform_e2p.py
@@ -0,0 +1,257 @@
+import torch
+from torch import nn
+
+
+class E2Ptransform(nn.Module):
+    """Edge to Points trasnformation"""
+    def __init__(self, points, edges, out_dim=64):
+        super(E2Ptransform, self).__init__()
+        self.ones = nn.parameter.Parameter(torch.ones((1, out_dim, out_dim)), requires_grad=False)
+        edge_matrix = self._select_matrix(points, edges)
+        self.edge2point = nn.parameter.Parameter(edge_matrix, requires_grad=False)      # Npoint X Nedges+1
+
+    def forward(self, edges):
+        B, L, H, W = edges.shape
+        edges_ext = torch.cat((edges, self.ones.repeat(B, 1, 1, 1)), 1)
+        edges_mat = edges_ext.permute(0, 2, 3, 1).reshape(B, H, W, 1, L+1)
+        edge2point = self.edge2point.transpose(-1, -2)
+        point_edges = torch.matmul(edges_mat, edge2point)
+        point_edges = point_edges.reshape(B, H, W, -1).permute(0, 3, 1, 2)
+        point_edges[point_edges > 1] = 1.
+        return point_edges
+
+    def _select_matrix(self, points, edges):
+
+        if points == 98 and edges == 15:
+            return WFLW_98x15
+        elif points == 68 and edges == 13:
+            return W300_68x13
+        elif points == 29 and edges == 13:
+            return COFW_29x13
+        elif points == 19 and edges == 6:
+            return AFLW19_19x6
+        else:
+            raise ValueError("E2P matrix not implemented")
+
+
+# Database matrixE2P
+WFLW_98x15 = torch.Tensor([[1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1],
+                           [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1]])
+
+
+W300_68x13 = torch.Tensor([ [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0]])
+
+
+AFLW19_19x6 = torch.Tensor([[1, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0],
+                            [0, 1, 0, 0, 0, 0, 0],
+                            [0, 1, 0, 0, 0, 0, 0],
+                            [0, 1, 0, 0, 0, 0, 0],
+                            [0, 0, 1, 0, 0, 0, 0],
+                            [0, 0, 1, 0, 0, 0, 0],
+                            [0, 0, 1, 0, 0, 0, 0],
+                            [0, 0, 0, 1, 0, 0, 0],
+                            [0, 0, 0, 1, 0, 0, 0],
+                            [0, 0, 0, 1, 0, 0, 0],
+                            [0, 0, 0, 0, 1, 0, 0],
+                            [0, 0, 0, 0, 1, 0, 0],
+                            [0, 0, 0, 0, 1, 0, 0],
+                            [0, 0, 0, 0, 0, 1, 0],
+                            [0, 0, 0, 0, 0, 1, 0],
+                            [0, 0, 0, 0, 0, 1, 0],
+                            [0, 0, 0, 0, 0, 0, 1]])
+
+
+COFW_29x13 = torch.Tensor([ [1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1],
+                            [0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
+                            [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1]])
diff --git a/SPIGA/spiga/models/gnn/__init__.py b/SPIGA/spiga/models/gnn/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/SPIGA/spiga/models/gnn/gat.py b/SPIGA/spiga/models/gnn/gat.py
new file mode 100644
index 0000000000000000000000000000000000000000..d7816f22a4b3afd77d3f2d3e69bc65e45b026a14
--- /dev/null
+++ b/SPIGA/spiga/models/gnn/gat.py
@@ -0,0 +1,62 @@
+from copy import deepcopy
+import torch
+from torch import nn
+import torch.nn.functional as F
+
+from spiga.models.gnn.layers import MLP
+
+
+class GAT(nn.Module):
+    def __init__(self, input_dim: int, output_dim: int, num_heads=4):
+        super().__init__()
+
+        num_heads_in = num_heads
+        self.reshape = None
+        if input_dim != output_dim:
+            for num_heads_in in range(num_heads, 0, -1):
+                if input_dim % num_heads_in == 0:
+                    break
+            self.reshape = MLP([input_dim, output_dim])
+
+        self.attention = MessagePassing(input_dim, num_heads_in, out_dim=output_dim)
+
+    def forward(self, features):
+        message, prob = self.attention(features)
+        if self.reshape:
+            features = self.reshape(features)
+        output = features + message
+        return output, prob
+
+
+class MessagePassing(nn.Module):
+    def __init__(self, feature_dim: int, num_heads: int, out_dim=None):
+        super().__init__()
+        self.attn = Attention(num_heads, feature_dim)
+        self.mlp = MLP([feature_dim*2, feature_dim*2, out_dim])
+
+    def forward(self, features):
+        message, prob = self.attn(features, features, features)
+        return self.mlp(torch.cat([features, message], dim=1)), prob
+
+
+class Attention(nn.Module):
+    def __init__(self, num_heads: int, feature_dim: int):
+        super().__init__()
+        assert feature_dim % num_heads == 0
+        self.dim = feature_dim // num_heads
+        self.num_heads = num_heads
+        self.merge = nn.Conv1d(feature_dim, feature_dim, kernel_size=1)
+        self.proj = nn.ModuleList([deepcopy(self.merge) for _ in range(3)])
+
+    def forward(self, query, key, value):
+        batch_dim = query.size(0)
+        query, key, value = [l(x).view(batch_dim, self.dim, self.num_heads, -1)
+                             for l, x in zip(self.proj, (query, key, value))]
+        x, prob = self.attention(query, key, value)
+        return self.merge(x.contiguous().view(batch_dim, self.dim*self.num_heads, -1)), prob
+
+    def attention(self, query, key, value):
+        dim = query.shape[1]
+        scores = torch.einsum('bdhn,bdhm->bhnm', query, key) / dim ** .5
+        prob = F.softmax(scores, dim=-1)
+        return torch.einsum('bhnm,bdhm->bdhn', prob, value), prob
diff --git a/SPIGA/spiga/models/gnn/layers.py b/SPIGA/spiga/models/gnn/layers.py
new file mode 100644
index 0000000000000000000000000000000000000000..31137f40b51fb73aee26fa5705dd3661b472fe37
--- /dev/null
+++ b/SPIGA/spiga/models/gnn/layers.py
@@ -0,0 +1,12 @@
+from torch import nn
+
+
+def MLP(channels: list):
+    n = len(channels)
+    layers = []
+    for i in range(1, n):
+        layers.append(nn.Conv1d(channels[i - 1], channels[i], kernel_size=1, bias=True))
+        if i < (n-1):
+            layers.append(nn.BatchNorm1d(channels[i]))
+            layers.append(nn.ReLU())
+    return nn.Sequential(*layers)
diff --git a/SPIGA/spiga/models/gnn/pose_proj.py b/SPIGA/spiga/models/gnn/pose_proj.py
new file mode 100644
index 0000000000000000000000000000000000000000..cfa37e9e8bb141671a33d019c206d6612a41333f
--- /dev/null
+++ b/SPIGA/spiga/models/gnn/pose_proj.py
@@ -0,0 +1,77 @@
+import torch
+import math
+
+
+def euler_to_rotation_matrix(euler):
+    # http://euclideanspace.com/maths/geometry/rotations/conversions/eulerToMatrix/index.htm
+    # Change coordinates system
+
+    euler[:, 0] = -(euler[:, 0]-90)
+    euler[:, 1] = -euler[:, 1]
+    euler[:, 2] = -(euler[:, 2]+90)
+
+    # Convert to radians
+    rad = euler*(math.pi/180.0)
+    cy = torch.cos(rad[:, 0])
+    sy = torch.sin(rad[:, 0])
+    cp = torch.cos(rad[:, 1])
+    sp = torch.sin(rad[:, 1])
+    cr = torch.cos(rad[:, 2])
+    sr = torch.sin(rad[:, 2])
+
+    # Init R matrix tensors
+    working_device = None
+    if euler.is_cuda:
+        working_device = euler.device
+    Ry = torch.zeros((euler.shape[0], 3, 3), device=working_device)
+    Rp = torch.zeros((euler.shape[0], 3, 3), device=working_device)
+    Rr = torch.zeros((euler.shape[0], 3, 3), device=working_device)
+
+    # Yaw
+    Ry[:, 0, 0] = cy
+    Ry[:, 0, 2] = sy
+    Ry[:, 1, 1] = 1.
+    Ry[:, 2, 0] = -sy
+    Ry[:, 2, 2] = cy
+
+    # Pitch
+    Rp[:, 0, 0] = cp
+    Rp[:, 0, 1] = -sp
+    Rp[:, 1, 0] = sp
+    Rp[:, 1, 1] = cp
+    Rp[:, 2, 2] = 1.
+
+    # Roll
+    Rr[:, 0, 0] = 1.
+    Rr[:, 1, 1] = cr
+    Rr[:, 1, 2] = -sr
+    Rr[:, 2, 1] = sr
+    Rr[:, 2, 2] = cr
+
+    return torch.matmul(torch.matmul(Ry, Rp), Rr)
+
+
+def projectPoints(pts, rot, trl, cam_matrix):
+
+    # Get working device
+    working_device = None
+    if pts.is_cuda:
+        working_device = pts.device
+
+    # Perspective projection model
+    trl = trl.unsqueeze(2)
+    extrinsics = torch.cat((rot, trl), 2)
+    proj_matrix = torch.matmul(cam_matrix, extrinsics)
+
+    # Homogeneous landmarks
+    ones = torch.ones(pts.shape[:2], device=working_device, requires_grad=trl.requires_grad)
+    ones = ones.unsqueeze(2)
+    pts_hom = torch.cat((pts, ones), 2)
+
+    # Project landmarks
+    pts_proj = pts_hom.permute((0, 2, 1))         # Transpose
+    pts_proj = torch.matmul(proj_matrix, pts_proj)
+    pts_proj = pts_proj.permute((0, 2, 1))
+    pts_proj = pts_proj/pts_proj[:, :, 2].unsqueeze(2)    # Lambda = 1
+
+    return pts_proj[:, :, :-1]
diff --git a/SPIGA/spiga/models/gnn/step_regressor.py b/SPIGA/spiga/models/gnn/step_regressor.py
new file mode 100644
index 0000000000000000000000000000000000000000..c6396590490546e882eab987d40b1ba9078922c5
--- /dev/null
+++ b/SPIGA/spiga/models/gnn/step_regressor.py
@@ -0,0 +1,43 @@
+import torch.nn as nn
+
+from spiga.models.gnn.layers import MLP
+from spiga.models.gnn.gat import GAT
+
+
+class StepRegressor(nn.Module):
+
+    def __init__(self, input_dim: int, feature_dim: int, nstack=4, decoding=[256, 128, 64, 32]):
+        super(StepRegressor, self).__init__()
+        assert nstack > 0
+        self.nstack = nstack
+        self.gat = nn.ModuleList([GAT(input_dim, feature_dim, 4)])
+        for _ in range(nstack-1):
+            self.gat.append(GAT(feature_dim, feature_dim, 4))
+        self.decoder = OffsetDecoder(feature_dim, decoding)
+
+    def forward(self, embedded, prob_list=[]):
+        embedded = embedded.transpose(-1, -2)
+        for i in range(self.nstack):
+            embedded, prob = self.gat[i](embedded)
+            prob_list.append(prob)
+        offset = self.decoder(embedded)
+        return offset.transpose(-1, -2), prob_list
+
+
+class OffsetDecoder(nn.Module):
+    def __init__(self, feature_dim, layers):
+        super().__init__()
+        self.decoder = MLP([feature_dim] + layers + [2])
+
+    def forward(self, embedded):
+        return self.decoder(embedded)
+
+
+class RelativePositionEncoder(nn.Module):
+    def __init__(self, input_dim, feature_dim, layers):
+        super().__init__()
+        self.encoder = MLP([input_dim] + layers + [feature_dim])
+
+    def forward(self, feature):
+        feature = feature.transpose(-1, -2)
+        return self.encoder(feature).transpose(-1, -2)
diff --git a/SPIGA/spiga/models/spiga.py b/SPIGA/spiga/models/spiga.py
new file mode 100644
index 0000000000000000000000000000000000000000..4c72a36f2a45a4344665980bcf90e94a62766e2c
--- /dev/null
+++ b/SPIGA/spiga/models/spiga.py
@@ -0,0 +1,171 @@
+import torch
+import torch.nn as nn
+import torch.nn.functional as F
+
+import spiga.models.gnn.pose_proj as pproj
+from spiga.models.cnn.cnn_multitask import MultitaskCNN
+from spiga.models.gnn.step_regressor import StepRegressor, RelativePositionEncoder
+
+
+class SPIGA(nn.Module):
+    def __init__(self, num_landmarks=98, num_edges=15, steps=3, **kwargs):
+
+        super(SPIGA, self).__init__()
+
+        # Model parameters
+        self.steps = steps          # Cascaded regressors
+        self.embedded_dim = 512     # GAT input channel
+        self.nstack = 4             # Number of stacked GATs per step
+        self.kwindow = 7            # Output cropped window dimension (kernel)
+        self.swindow = 0.25         # Scale of the cropped window at first step (Dft. 25% w.r.t the input featuremap)
+        self.offset_ratio = [self.swindow/(2**step)/2 for step in range(self.steps)]
+
+        # CNN parameters
+        self.num_landmarks = num_landmarks
+        self.num_edges = num_edges
+
+        # Initialize backbone
+        self.visual_cnn = MultitaskCNN(num_landmarks=self.num_landmarks, num_edges=self.num_edges)
+        # Features dimensions
+        self.img_res = self.visual_cnn.img_res
+        self.visual_res = self.visual_cnn.out_res
+        self.visual_dim = self.visual_cnn.ch_dim
+
+        # Initialize Pose head
+        self.channels_pose = 6
+        self.pose_fc = nn.Linear(self.visual_cnn.ch_dim, self.channels_pose)
+
+        # Initialize feature extractors:
+        # Relative positional encoder
+        shape_dim = 2 * (self.num_landmarks - 1)
+        shape_encoder = []
+        for step in range(self.steps):
+            shape_encoder.append(RelativePositionEncoder(shape_dim, self.embedded_dim, [256, 256]))
+        self.shape_encoder = nn.ModuleList(shape_encoder)
+        # Diagonal mask used to compute relative positions
+        diagonal_mask = (torch.ones(self.num_landmarks, self.num_landmarks) - torch.eye(self.num_landmarks)).type(torch.bool)
+        self.diagonal_mask = nn.parameter.Parameter(diagonal_mask, requires_grad=False)
+
+        # Visual feature extractor
+        conv_window = []
+        theta_S = []
+        for step in range(self.steps):
+            # S matrix per step
+            WH = self.visual_res                                  # Width/height of ftmap
+            Wout = self.swindow / (2 ** step) * WH                # Width/height of the window
+            K = self.kwindow                                      # Kernel or resolution of the window
+            scale = K / WH * (Wout - 1) / (K - 1)                 # Scale of the affine transformation
+            # Rescale matrix S
+            theta_S_stp = torch.tensor([[scale, 0], [0, scale]])
+            theta_S.append(nn.parameter.Parameter(theta_S_stp, requires_grad=False))
+
+            # Convolutional to embedded to BxLxCx1x1
+            conv_window.append(nn.Conv2d(self.visual_dim, self.embedded_dim, self.kwindow))
+
+        self.theta_S = nn.ParameterList(theta_S)
+        self.conv_window = nn.ModuleList(conv_window)
+
+        # Initialize GAT modules
+        self.gcn = nn.ModuleList([StepRegressor(self.embedded_dim, 256, self.nstack) for i in range(self.steps)])
+
+    def forward(self, data):
+        # Inputs: Visual features and points projections
+        pts_proj, features = self.backbone_forward(data)
+        # Visual field
+        visual_field = features['VisualField'][-1]
+
+        # Params compute only once
+        gat_prob = []
+        features['Landmarks'] = []
+        for step in range(self.steps):
+            # Features generation
+            embedded_ft = self.extract_embedded(pts_proj, visual_field, step)
+
+            # GAT inference
+            offset, gat_prob = self.gcn[step](embedded_ft, gat_prob)
+            offset = F.hardtanh(offset)
+
+            # Update coordinates
+            pts_proj = pts_proj + self.offset_ratio[step] * offset
+            features['Landmarks'].append(pts_proj.clone())
+
+        features['GATProb'] = gat_prob
+        return features
+
+    def backbone_forward(self, data):
+        # Inputs: Image and model3D
+        imgs = data[0]
+        model3d = data[1]
+        cam_matrix = data[2]
+
+        # HourGlass Forward
+        features = self.visual_cnn(imgs)
+
+        # Head pose estimation
+        pose_raw = features['HGcore'][-1]
+        B, L, _, _ = pose_raw.shape
+        pose = pose_raw.reshape(B, L)
+        pose = self.pose_fc(pose)
+        features['Pose'] = pose.clone()
+
+        # Project model 3D
+        euler = pose[:, 0:3]
+        trl = pose[:, 3:]
+        rot = pproj.euler_to_rotation_matrix(euler)
+        pts_proj = pproj.projectPoints(model3d, rot, trl, cam_matrix)
+        pts_proj = pts_proj / self.visual_res
+
+        return pts_proj, features
+
+    def extract_embedded(self, pts_proj, receptive_field, step):
+        # Visual features
+        visual_ft = self.extract_visual_embedded(pts_proj, receptive_field, step)
+        # Shape features
+        shape_ft = self.calculate_distances(pts_proj)
+        shape_ft = self.shape_encoder[step](shape_ft)
+        # Addition
+        embedded_ft = visual_ft + shape_ft
+        return embedded_ft
+
+    def extract_visual_embedded(self, pts_proj, receptive_field, step):
+        # Affine matrix generation
+        B, L, _ = pts_proj.shape  # Pts_proj range:[0,1]
+        centers = pts_proj + 0.5 / self.visual_res  # BxLx2
+        centers = centers.reshape(B * L, 2)  # B*Lx2
+        theta_trl = (-1 + centers * 2).unsqueeze(-1)  # BxLx2x1
+        theta_s = self.theta_S[step]  # 2x2
+        theta_s = theta_s.repeat(B * L, 1, 1)  # B*Lx2x2
+        theta = torch.cat((theta_s, theta_trl), -1)  # B*Lx2x3
+
+        # Generate crop grid
+        B, C, _, _ = receptive_field.shape
+        grid = torch.nn.functional.affine_grid(theta, (B * L, C, self.kwindow, self.kwindow))
+        grid = grid.reshape(B, L, self.kwindow, self.kwindow, 2)
+        grid = grid.reshape(B, L, self.kwindow * self.kwindow, 2)
+
+        # Crop windows
+        crops = torch.nn.functional.grid_sample(receptive_field, grid, padding_mode="border")  # BxCxLxK*K
+        crops = crops.transpose(1, 2)  # BxLxCxK*K
+        crops = crops.reshape(B * L, C, self.kwindow, self.kwindow)
+
+        # Flatten features
+        visual_ft = self.conv_window[step](crops)
+        _, Cout, _, _ = visual_ft.shape
+        visual_ft = visual_ft.reshape(B, L, Cout)
+
+        return visual_ft
+
+    def calculate_distances(self, pts_proj):
+        B, L, _ = pts_proj.shape    # BxLx2
+        pts_a = pts_proj.unsqueeze(-2).repeat(1, 1, L, 1)
+        pts_b = pts_a.transpose(1, 2)
+        dist = pts_a - pts_b
+        dist_wo_self = dist[:, self.diagonal_mask, :].reshape(B, L, -1)
+        return dist_wo_self
+
+
+
+
+
+
+