initial

app.py

@@ -0,0 +1,27 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'intf', 'is_cat', 'classify_image']
+
+# %% app.ipynb 1
+from fastai.vision.all import *
+
+# %% app.ipynb 3
+def is_cat(x): return x[0].isupper() 
+
+# %% app.ipynb 6
+learn = load_learner('model.pkl')
+
+# %% app.ipynb 8
+categories = ('Dog', 'Cat')
+
+def classify_image(img):
+    pred, idx, probs  =learn.predict(img)
+    return dict(zip(categories, map(float, probs)))
+
+# %% app.ipynb 9
+import gradio as gr
+image = gr.components.Image(height=512, width= 512)
+label = gr.components.Label()
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label).launch(share=False)
+intf.launch(inline=False)

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce33552dc801b7dc0ad81ce303bbbea4b35bb2fdfbd509dd1761add24819427d
+size 47061483

requirements.txt

@@ -0,0 +1,144 @@
+aiofiles==23.2.1
+altair==5.3.0
+annotated-types==0.7.0
+anyio==4.4.0
+asttokens @ file:///home/conda/feedstock_root/build_artifacts/asttokens_1698341106958/work
+astunparse==1.6.3
+attrs==23.2.0
+blis==0.7.11
+Brotli @ file:///croot/brotli-split_1714483155106/work
+catalogue==2.0.10
+certifi @ file:///croot/certifi_1717618050233/work/certifi
+charset-normalizer @ file:///tmp/build/80754af9/charset-normalizer_1630003229654/work
+click==8.1.7
+cloudpathlib==0.18.1
+comm @ file:///home/conda/feedstock_root/build_artifacts/comm_1710320294760/work
+confection==0.1.5
+contourpy==1.2.1
+cycler==0.12.1
+cymem==2.0.8
+debugpy @ file:///croot/debugpy_1690905042057/work
+decorator @ file:///home/conda/feedstock_root/build_artifacts/decorator_1641555617451/work
+dnspython==2.6.1
+email_validator==2.2.0
+entrypoints @ file:///home/conda/feedstock_root/build_artifacts/entrypoints_1643888246732/work
+exceptiongroup @ file:///home/conda/feedstock_root/build_artifacts/exceptiongroup_1704921103267/work
+execnb @ file:///home/jhoward/miniconda3/conda-bld/execnb_1714956396921/work
+executing @ file:///home/conda/feedstock_root/build_artifacts/executing_1698579936712/work
+fastai==2.7.15
+fastapi==0.111.0
+fastapi-cli==0.0.4
+fastcore @ file:///Users/jhoward/miniconda3/conda-bld/fastcore_1719125228499/work
+fastdownload==0.0.7
+fastprogress==1.0.3
+ffmpy==0.3.2
+filelock @ file:///croot/filelock_1700591183607/work
+fonttools==4.53.0
+fsspec==2024.6.1
+ghapi @ file:///home/jhoward/miniconda3/conda-bld/ghapi_1711823603258/work
+gmpy2 @ file:///tmp/build/80754af9/gmpy2_1645455533097/work
+gradio==4.37.2
+gradio_client==1.0.2
+h11==0.14.0
+httpcore==1.0.5
+httptools==0.6.1
+httpx==0.27.0
+huggingface-hub==0.23.4
+idna @ file:///croot/idna_1714398848350/work
+importlib_resources==6.4.0
+ipykernel @ file:///home/conda/feedstock_root/build_artifacts/ipykernel_1719845459717/work
+ipython @ file:///home/conda/feedstock_root/build_artifacts/ipython_1719582526268/work
+jedi @ file:///home/conda/feedstock_root/build_artifacts/jedi_1696326070614/work
+Jinja2 @ file:///croot/jinja2_1716993405101/work
+joblib==1.4.2
+jsonschema==4.22.0
+jsonschema-specifications==2023.12.1
+jupyter-client @ file:///home/conda/feedstock_root/build_artifacts/jupyter_client_1654730843242/work
+jupyter_core @ file:///home/conda/feedstock_root/build_artifacts/jupyter_core_1710257277185/work
+kiwisolver==1.4.5
+langcodes==3.4.0
+language_data==1.2.0
+marisa-trie==1.2.0
+markdown-it-py==3.0.0
+MarkupSafe @ file:///croot/markupsafe_1704205993651/work
+matplotlib==3.9.0
+matplotlib-inline @ file:///home/conda/feedstock_root/build_artifacts/matplotlib-inline_1713250518406/work
+mdurl==0.1.2
+mkl-fft @ file:///croot/mkl_fft_1695058164594/work
+mkl-random @ file:///croot/mkl_random_1695059800811/work
+mkl-service==2.4.0
+mpmath @ file:///croot/mpmath_1690848262763/work
+murmurhash==1.0.10
+nbdev @ file:///Users/jhoward/miniconda3/conda-bld/nbdev_1717303230880/work
+nest_asyncio @ file:///home/conda/feedstock_root/build_artifacts/nest-asyncio_1705850609492/work
+networkx @ file:///croot/networkx_1720002482208/work
+numpy @ file:///croot/numpy_and_numpy_base_1708638617955/work/dist/numpy-1.26.4-cp310-cp310-linux_x86_64.whl#sha256=d8cd837ed43e87f77e6efaa08e8de927ca030a1c9c5d04624432d6fb9a74a5ee
+orjson==3.10.6
+packaging @ file:///home/conda/feedstock_root/build_artifacts/packaging_1718189413536/work
+pandas==2.2.2
+parso @ file:///home/conda/feedstock_root/build_artifacts/parso_1712320355065/work
+pexpect @ file:///home/conda/feedstock_root/build_artifacts/pexpect_1706113125309/work
+pickleshare @ file:///home/conda/feedstock_root/build_artifacts/pickleshare_1602536217715/work
+pillow @ file:///croot/pillow_1714398848491/work
+platformdirs @ file:///home/conda/feedstock_root/build_artifacts/platformdirs_1715777629804/work
+preshed==3.0.9
+prompt_toolkit @ file:///home/conda/feedstock_root/build_artifacts/prompt-toolkit_1718047967974/work
+psutil @ file:///opt/conda/conda-bld/psutil_1656431268089/work
+ptyprocess @ file:///home/conda/feedstock_root/build_artifacts/ptyprocess_1609419310487/work/dist/ptyprocess-0.7.0-py2.py3-none-any.whl
+pure-eval @ file:///home/conda/feedstock_root/build_artifacts/pure_eval_1642875951954/work
+pydantic==2.8.1
+pydantic_core==2.20.1
+pydub==0.25.1
+Pygments @ file:///home/conda/feedstock_root/build_artifacts/pygments_1714846767233/work
+pyparsing==3.1.2
+PySocks @ file:///home/builder/ci_310/pysocks_1640793678128/work
+python-dateutil @ file:///home/conda/feedstock_root/build_artifacts/python-dateutil_1709299778482/work
+python-dotenv==1.0.1
+python-multipart==0.0.9
+pytz==2024.1
+PyYAML @ file:///croot/pyyaml_1698096049011/work
+pyzmq @ file:///croot/pyzmq_1705605076900/work
+referencing==0.35.1
+requests @ file:///croot/requests_1716902831423/work
+rich==13.7.1
+rpds-py==0.18.1
+ruff==0.5.0
+scikit-learn==1.5.1
+scipy==1.14.0
+semantic-version==2.10.0
+shellingham==1.5.4
+six @ file:///home/conda/feedstock_root/build_artifacts/six_1620240208055/work
+smart-open==7.0.4
+sniffio==1.3.1
+spacy==3.7.5
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+srsly==2.4.8
+stack-data @ file:///home/conda/feedstock_root/build_artifacts/stack_data_1669632077133/work
+starlette==0.37.2
+sympy @ file:///croot/sympy_1701397643339/work
+thinc==8.2.5
+threadpoolctl==3.5.0
+tomlkit==0.12.0
+toolz==0.12.1
+torch==2.3.1
+torchaudio==2.3.1
+torchvision==0.18.1
+tornado @ file:///home/conda/feedstock_root/build_artifacts/tornado_1648827254365/work
+tqdm==4.66.4
+traitlets @ file:///home/conda/feedstock_root/build_artifacts/traitlets_1713535121073/work
+triton==2.3.1
+typer==0.12.3
+typing_extensions @ file:///home/conda/feedstock_root/build_artifacts/typing_extensions_1717802530399/work
+tzdata==2024.1
+ujson==5.10.0
+urllib3 @ file:///croot/urllib3_1718912636303/work
+uvicorn==0.30.1
+uvloop==0.19.0
+wasabi==1.1.3
+watchdog @ file:///croot/watchdog_1717166512516/work
+watchfiles==0.22.0
+wcwidth @ file:///home/conda/feedstock_root/build_artifacts/wcwidth_1704731205417/work
+weasel==0.4.1
+websockets==11.0.3
+wrapt==1.16.0