Deploying app to Huggingfaces

app.py

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+# AUTOGENERATED! DO NOT EDIT! File to edit: ../prod.ipynb.
+
+# %% auto 0
+__all__ = ['categories', 'image', 'label', 'examples', 'intf', 'classify_image']
+
+# %% ../prod.ipynb 1
+from fastai.vision.all import * 
+import gradio as gr
+
+# %% ../prod.ipynb 5
+categories = ('1990s', '2010s')
+def classify_image(img):
+    pred, idx, probs = learner.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+# %% ../prod.ipynb 6
+image = gr.Image(shape=(192,192))
+label = gr.Label()
+examples = ['sample.png', 'sample2.png', 'sample3.png']
+
+intf = gr.Interface(fn=classify_image,inputs=image,outputs=label,examples=examples)
+intf.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a230257bb67b453e7ad47273ab8d634193a1de0baf55fc197982d3c8f4fa5c1a
+size 87458385

requirements.txt

@@ -0,0 +1,191 @@
+adal==1.2.7
+aiofiles==23.2.1
+aiohttp==3.8.5
+aiosignal==1.3.1
+altair==5.0.1
+annotated-types==0.5.0
+anyio==3.5.0
+appnope==0.1.3
+argon2-cffi==21.3.0
+argon2-cffi-bindings==21.2.0
+asttokens==2.2.1
+astunparse==1.6.3
+async-timeout==4.0.3
+attrs==22.1.0
+azure-cognitiveservices-search-imagesearch==2.0.0
+azure-common==1.1.28
+azure-core==1.29.1
+backcall==0.2.0
+beautifulsoup4==4.12.2
+bleach==4.1.0
+blis==0.7.10
+brotlipy==0.7.0
+catalogue==2.0.9
+certifi==2023.7.22
+cffi==1.15.1
+charset-normalizer==2.0.4
+click==8.1.6
+comm==0.1.4
+confection==0.1.1
+contourpy==1.1.0
+cryptography==41.0.2
+cycler==0.11.0
+cymem==2.0.7
+datasets==2.14.4
+debugpy==1.6.7
+decorator==5.1.1
+defusedxml==0.7.1
+dill==0.3.7
+entrypoints==0.4
+execnb==0.1.5
+executing==0.8.3
+fastai==2.7.12
+fastapi==0.101.1
+fastbook==0.0.29
+fastcore==1.5.29
+fastdownload==0.0.7
+fastjsonschema==2.16.2
+fastprogress==1.0.3
+ffmpy==0.3.1
+filelock==3.9.0
+fonttools==4.42.0
+frozenlist==1.4.0
+fsspec==2023.6.0
+ghapi==1.0.4
+gmpy2==2.1.2
+gradio==3.40.1
+gradio_client==0.4.0
+graphviz==0.20.1
+h11==0.14.0
+httpcore==0.17.3
+httpx==0.24.1
+huggingface-hub==0.16.4
+idna==3.4
+importlib-resources==6.0.1
+ipykernel==6.25.0
+ipython==8.12.2
+ipython-genutils==0.2.0
+ipywidgets==7.8.0
+isodate==0.6.1
+jedi==0.18.1
+Jinja2==3.1.2
+joblib==1.3.2
+jsonschema==4.17.3
+jupyter_client==7.4.9
+jupyter_core==5.3.0
+jupyter-server==1.23.4
+jupyterlab-pygments==0.1.2
+jupyterlab-widgets==1.1.5
+kiwisolver==1.4.4
+langcodes==3.3.0
+linkify-it-py==2.0.2
+lxml==4.9.2
+markdown-it-py==2.2.0
+MarkupSafe==2.1.1
+matplotlib==3.7.2
+matplotlib-inline==0.1.6
+mdit-py-plugins==0.3.3
+mdurl==0.1.2
+mistune==0.8.4
+mkl-fft==1.3.6
+mkl-random==1.2.2
+mkl-service==2.4.0
+mpmath==1.3.0
+msrest==0.7.1
+msrestazure==0.6.4
+multidict==6.0.4
+multiprocess==0.70.15
+murmurhash==1.0.9
+nbclassic==0.5.5
+nbclient==0.5.13
+nbconvert==6.5.4
+nbdev==2.3.12
+nbformat==5.7.0
+nest-asyncio==1.5.6
+networkx==3.1
+notebook==6.5.4
+notebook_shim==0.2.2
+numpy==1.25.2
+oauthlib==3.2.2
+orjson==3.9.5
+packaging==23.1
+pandas==2.0.3
+pandocfilters==1.5.0
+parso==0.8.3
+pathy==0.10.2
+pexpect==4.8.0
+pickleshare==0.7.5
+Pillow==9.4.0
+pip==23.2.1
+platformdirs==2.5.2
+preshed==3.0.8
+prometheus-client==0.14.1
+prompt-toolkit==3.0.36
+psutil==5.9.0
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyarrow==12.0.1
+pycparser==2.21
+pydantic==2.1.1
+pydantic_core==2.4.0
+pydub==0.25.1
+Pygments==2.15.1
+PyJWT==2.8.0
+pyOpenSSL==23.2.0
+pyparsing==3.0.9
+pyrsistent==0.18.0
+PySocks==1.7.1
+python-dateutil==2.8.2
+python-multipart==0.0.6
+pytz==2023.3
+PyYAML==6.0.1
+pyzmq==23.2.0
+regex==2023.8.8
+requests==2.31.0
+requests-oauthlib==1.3.1
+safetensors==0.3.2
+scikit-learn==1.3.0
+scipy==1.11.1
+semantic-version==2.10.0
+Send2Trash==1.8.0
+sentencepiece==0.1.99
+setuptools==68.0.0
+six==1.16.0
+smart-open==6.3.0
+sniffio==1.2.0
+soupsieve==2.4
+spacy==3.6.1
+spacy-legacy==3.0.12
+spacy-loggers==1.0.4
+srsly==2.4.7
+stack-data==0.2.0
+starlette==0.27.0
+sympy==1.11.1
+terminado==0.17.1
+thinc==8.1.11
+threadpoolctl==3.2.0
+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==4.66.1
+traitlets==5.7.1
+transformers==4.31.0
+typer==0.9.0
+typing_extensions==4.7.1
+tzdata==2023.3
+uc-micro-py==1.0.2
+urllib3==1.26.16
+uvicorn==0.23.2
+wasabi==1.1.2
+watchdog==3.0.0
+wcwidth==0.2.6
+webencodings==0.5.1
+websocket-client==0.58.0
+websockets==11.0.3
+wheel==0.38.4
+widgetsnbextension==3.6.5
+xxhash==3.3.0
+yarl==1.9.2