model, interface, example added

app.py

@@ -2,9 +2,9 @@ from fastai.vision.all import *
 from fastai.vision.all import load_learner
 import gradio as gr
 
-# import pathlib
-# temp = pathlib.PosixPath
-# pathlib.PosixPath = pathlib.WindowsPath
+import pathlib
+temp = pathlib.PosixPath
+pathlib.PosixPath = pathlib.WindowsPath
 
 #!export
 pollutant_labels = (
@@ -29,11 +29,11 @@ def recognize_image(image):
 image = gr.inputs.Image(shape=(256,256))
 label = gr.outputs.Label()
 examples = [
-    'unknown_00.jpg',
-    'unknown_01.jpg',
-    'unknown_02.jpg',
-    'unknown_03.jpg',
-    'unknown_04.jpg'
+    'test_images/unknown_00.jpg',
+    'test_images/unknown_01.jpg',
+    'test_images/unknown_02.jpg',
+    'test_images/unknown_03.jpg',
+    'test_images/unknown_04.jpg'
     ]
 
 iface = gr.Interface(fn=recognize_image, inputs=image, outputs=label, examples=examples)

requirements.txt

@@ -0,0 +1,87 @@
+aiofiles==22.1.0
+aiohttp==3.8.3
+aiosignal==1.3.1
+altair==4.2.0
+anyio==3.6.2
+async-timeout==4.0.2
+attrs==22.2.0
+blis==0.7.9
+catalogue==2.0.8
+certifi==2022.12.7
+charset-normalizer==2.1.1
+click==8.1.3
+colorama==0.4.6
+confection==0.0.4
+contourpy==1.0.7
+cycler==0.11.0
+cymem==2.0.7
+entrypoints==0.4
+fastai==2.7.10
+fastapi==0.89.1
+fastcore==1.5.27
+fastdownload==0.0.7
+fastprogress==1.0.3
+ffmpy==0.3.0
+fonttools==4.38.0
+frozenlist==1.3.3
+fsspec==2022.11.0
+gradio==3.16.2
+h11==0.14.0
+httpcore==0.16.3
+httpx==0.23.3
+idna==3.4
+Jinja2==3.1.2
+joblib==1.2.0
+jsonschema==4.17.3
+kiwisolver==1.4.4
+langcodes==3.3.0
+linkify-it-py==1.0.3
+markdown-it-py==2.1.0
+MarkupSafe==2.1.1
+matplotlib==3.6.3
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+multidict==6.0.4
+murmurhash==1.0.9
+numpy==1.24.1
+orjson==3.8.5
+packaging==23.0
+pandas==1.5.2
+pathy==0.10.1
+Pillow==9.4.0
+preshed==3.0.8
+pycryptodome==3.16.0
+pydantic==1.10.4
+pydub==0.25.1
+pyparsing==3.0.9
+pyrsistent==0.19.3
+python-dateutil==2.8.2
+python-multipart==0.0.5
+pytz==2022.7.1
+PyYAML==6.0
+requests==2.28.2
+rfc3986==1.5.0
+scikit-learn==1.2.0
+scipy==1.10.0
+six==1.16.0
+smart-open==6.3.0
+sniffio==1.3.0
+spacy==3.4.4
+spacy-legacy==3.0.11
+spacy-loggers==1.0.4
+srsly==2.4.5
+starlette==0.22.0
+thinc==8.1.7
+threadpoolctl==3.1.0
+toolz==0.12.0
+torch==1.13.1
+torchvision==0.14.1
+tqdm==4.64.1
+typer==0.7.0
+typing_extensions==4.4.0
+uc-micro-py==1.0.1
+urllib3==1.26.14
+uvicorn==0.20.0
+wasabi==0.10.1
+websockets==10.4
+yarl==1.8.2