kartiknarayan
commited on
Commit
•
5fb67fb
1
Parent(s):
5e526a0
Update README.md
Browse files
README.md
CHANGED
@@ -2,4 +2,41 @@
|
|
2 |
license: mit
|
3 |
tags:
|
4 |
- transformers
|
5 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2 |
license: mit
|
3 |
tags:
|
4 |
- transformers
|
5 |
+
language:
|
6 |
+
- en
|
7 |
+
---
|
8 |
+
|
9 |
+
# FaceXFormer Model Card
|
10 |
+
|
11 |
+
<div align="center">
|
12 |
+
|
13 |
+
[**Project Page**](https://kartik-3004.github.io/facexformer_web/) **|** [**Paper (ArXiv)**]() **|** [**Code**](https://github.com/Kartik-3004/facexformer)
|
14 |
+
|
15 |
+
|
16 |
+
</div>
|
17 |
+
|
18 |
+
## Introduction
|
19 |
+
|
20 |
+
FaceXFormer is an end-to-end unified model capable of handling a comprehensive range of facial analysis tasks such as face parsing,
|
21 |
+
landmark detection, head pose estimation, attributes recognition, age/gender/race estimation and landmarks visibility prediction.
|
22 |
+
|
23 |
+
<div align="center">
|
24 |
+
<!-- <img src='assets/samples_short.jpg'> -->
|
25 |
+
</div>
|
26 |
+
|
27 |
+
## Model Details
|
28 |
+
|
29 |
+
FaceXFormer is a transformer-based encoder-decoder architecture where each task is treated as a learnable token, enabling the
|
30 |
+
integration of multiple tasks within a single framework.
|
31 |
+
|
32 |
+
|
33 |
+
## Usage
|
34 |
+
|
35 |
+
The models can be downloaded directly from this repository or using python:
|
36 |
+
```python
|
37 |
+
from huggingface_hub import hf_hub_download
|
38 |
+
|
39 |
+
hf_hub_download(repo_id="kartiknarayan/facexformer", filename="facexformer/ckpts/model.pt", local_dir="./models")
|
40 |
+
```
|
41 |
+
|
42 |
+
Please check our [GitHub repository](https://github.com/Kartik-3004/facexformer) for complete inference instructions.
|