update

README.md

@@ -12,4 +12,4 @@ license: apache-2.0
 
 HuggingFace Spaces App URL: https://huggingface.co/spaces/msideadman/cap-recognizer
 
-Gradio App URL: https://aa658403-2945-4237.gradio.live
+Gradio App URL: https://897f24d5bf9ba00855.gradio.live

app.ipynb

@@ -2,7 +2,7 @@
   "cells": [
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": null,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
@@ -47,7 +47,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 2,
+      "execution_count": null,
       "metadata": {
         "id": "KjVdtCKTWf4g"
       },
@@ -58,7 +58,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 3,
+      "execution_count": null,
       "metadata": {
         "id": "SBhTQPpDWlLE"
       },
@@ -71,19 +71,19 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 8,
+      "execution_count": null,
       "metadata": {
         "id": "sSpSwwC1Wny7"
       },
       "outputs": [],
       "source": [
         "#!export\n",
-        "model = load_learner('models/tradiotional_clothing_recognition-v1.pkl')"
+        "model = load_learner('tradiotional_clothing_recognition-v1.pkl')"
       ]
     },
     {
       "cell_type": "code",
-      "execution_count": 9,
+      "execution_count": null,
       "metadata": {
         "id": "j2TCH9wVXe7c"
       },
@@ -121,7 +121,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 10,
+      "execution_count": null,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
@@ -144,14 +144,14 @@
         }
       ],
       "source": [
-        "img = PILImage.create(f'test_images/unknown-1.jpg')\n",
+        "img = PILImage.create(f'unknown-1.jpg')\n",
         "img.thumbnail((192,192))\n",
         "img"
       ]
     },
     {
       "cell_type": "code",
-      "execution_count": 11,
+      "execution_count": null,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
@@ -237,7 +237,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 13,
+      "execution_count": null,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
@@ -284,8 +284,8 @@
         "image = gr.inputs.Image(shape=(192,192))\n",
         "label = gr.outputs.Label()\n",
         "examples = [\n",
-        "    'test_images/unknown-1.jpg',\n",
-        "    'test_images/unknown-2.jpg',\n",
+        "    'unknown-1.jpg',\n",
+        "    'unknown-2.jpg',\n",
         "    ]\n",
         "\n",
         "iface = gr.Interface(fn=recognize_image, inputs=image, outputs=label, examples=examples)\n",
@@ -304,7 +304,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 15,
+      "execution_count": null,
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/"
@@ -383,7 +383,8 @@
       "name": "python3"
     },
     "language_info": {
-      "name": "python"
+      "name": "python",
+      "version": "3.9.7"
     }
   },
   "nbformat": 4,

app.py

@@ -1,18 +1,9 @@
 from fastai.vision.all import *
 import gradio as gr
 
-from pathlib import Path
 
-# file_path = 'tradiotional_clothing_recognition-v1.pkl'
-# model = load_learner(str(file_path))
 
-
-# model = load_learner('tradiotional_clothing_recognition-v1.pkl')
-
-import os
-
-file_path = os.path.join('tradiotional_clothing_recognition-v1.pkl')
-model = load_learner(file_path)
+model = load_learner('tradiotional_clothing_recognition-v1.pkl')
 
 
 categories = model.dls.vocab
@@ -30,4 +21,6 @@ examples = [
     ]
 
 iface = gr.Interface(fn=recognize_image, inputs=image, outputs=label, examples=examples)
-iface.launch(inline=False)
+iface.launch(inline=False)
+
+

requirements.txt

@@ -0,0 +1,181 @@
+aiofiles==23.1.0
+aiohttp==3.8.4
+aiosignal==1.3.1
+altair==5.0.1
+anyio==3.7.0
+argon2-cffi==21.3.0
+argon2-cffi-bindings==21.2.0
+arrow==1.2.3
+asttokens==2.2.1
+astunparse==1.6.3
+async-timeout==4.0.2
+attrs==23.1.0
+backcall==0.2.0
+beautifulsoup4==4.12.2
+bleach==6.0.0
+blis==0.7.9
+catalogue==2.0.8
+certifi==2023.5.7
+cffi==1.15.1
+charset-normalizer==3.1.0
+click==8.1.3
+colorama==0.4.6
+comm==0.1.3
+confection==0.0.4
+contourpy==1.1.0
+cycler==0.11.0
+cymem==2.0.7
+datasets==2.13.0
+debugpy==1.6.7
+decorator==5.1.1
+defusedxml==0.7.1
+dill==0.3.6
+exceptiongroup==1.1.1
+execnb==0.1.5
+executing==1.2.0
+fastai==2.7.12
+fastapi==0.97.0
+fastbook==0.0.29
+fastcore==1.5.29
+fastdownload==0.0.7
+fastjsonschema==2.17.1
+fastprogress==1.0.3
+ffmpy==0.3.0
+filelock==3.12.2
+fonttools==4.40.0
+fqdn==1.5.1
+frozenlist==1.3.3
+fsspec==2023.6.0
+ghapi==1.0.4
+gradio==3.35.2
+gradio_client==0.2.7
+graphviz==0.20.1
+h11==0.14.0
+httpcore==0.17.2
+httpx==0.24.1
+huggingface-hub==0.15.1
+idna==3.4
+importlib-metadata==6.7.0
+importlib-resources==5.12.0
+ipykernel==6.23.2
+ipython==8.14.0
+ipython-genutils==0.2.0
+ipywidgets==7.7.5
+isoduration==20.11.0
+jedi==0.18.2
+Jinja2==3.1.2
+joblib==1.2.0
+jsonpointer==2.4
+jsonschema==4.17.3
+jupyter-events==0.6.3
+jupyter_client==8.2.0
+jupyter_core==5.3.1
+jupyter_server==2.6.0
+jupyter_server_terminals==0.4.4
+jupyterlab-pygments==0.2.2
+jupyterlab-widgets==1.1.4
+kiwisolver==1.4.4
+langcodes==3.3.0
+linkify-it-py==2.0.2
+markdown-it-py==2.2.0
+MarkupSafe==2.1.3
+matplotlib==3.7.1
+matplotlib-inline==0.1.6
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+mistune==3.0.1
+mpmath==1.3.0
+multidict==6.0.4
+multiprocess==0.70.14
+murmurhash==1.0.9
+nbclassic==1.0.0
+nbclient==0.8.0
+nbconvert==7.6.0
+nbdev==2.3.12
+nbformat==5.9.0
+nest-asyncio==1.5.6
+networkx==3.1
+notebook==6.5.4
+notebook_shim==0.2.3
+numpy==1.25.0
+orjson==3.9.1
+overrides==7.3.1
+packaging==23.1
+pandas==2.0.2
+pandocfilters==1.5.0
+parso==0.8.3
+pathy==0.10.2
+pickleshare==0.7.5
+Pillow==9.5.0
+platformdirs==3.6.0
+preshed==3.0.8
+prometheus-client==0.17.0
+prompt-toolkit==3.0.38
+psutil==5.9.5
+pure-eval==0.2.2
+pyarrow==12.0.1
+pycparser==2.21
+pydantic==1.10.9
+pydub==0.25.1
+Pygments==2.15.1
+pyparsing==3.1.0
+pyrsistent==0.19.3
+python-dateutil==2.8.2
+python-json-logger==2.0.7
+python-multipart==0.0.6
+pytz==2023.3
+pywin32==306
+pywinpty==2.0.10
+PyYAML==6.0
+pyzmq==25.1.0
+regex==2023.6.3
+requests==2.31.0
+rfc3339-validator==0.1.4
+rfc3986-validator==0.1.1
+safetensors==0.3.1
+scikit-learn==1.2.2
+scipy==1.10.1
+semantic-version==2.10.0
+Send2Trash==1.8.2
+sentencepiece==0.1.99
+six==1.16.0
+smart-open==6.3.0
+sniffio==1.3.0
+soupsieve==2.4.1
+spacy==3.5.3
+spacy-legacy==3.0.12
+spacy-loggers==1.0.4
+srsly==2.4.6
+stack-data==0.6.2
+starlette==0.27.0
+sympy==1.12
+terminado==0.17.1
+thinc==8.1.10
+threadpoolctl==3.1.0
+tinycss2==1.2.1
+tokenizers==0.13.3
+toolz==0.12.0
+torch==2.0.1
+torchvision==0.15.2
+tornado==6.3.2
+tqdm==4.65.0
+traitlets==5.9.0
+transformers==4.30.2
+typer==0.7.0
+typing_extensions==4.6.3
+tzdata==2023.3
+uc-micro-py==1.0.2
+uri-template==1.2.0
+urllib3==2.0.3
+uvicorn==0.22.0
+wasabi==1.1.2
+watchdog==3.0.0
+wcwidth==0.2.6
+webcolors==1.13
+webencodings==0.5.1
+websocket-client==1.6.0
+websockets==11.0.3
+widgetsnbextension==3.6.4
+xxhash==3.2.0
+yarl==1.9.2
+zipp==3.15.0

tradiotional_clothing_recognition-v0.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ba5076af4768481382163976ded46c4351e0fd8e826ccb8281b6583f58fe6be8
+size 87619302