initial commit

.gitignore

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+venv

.vscode/settings.json

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+{
+  "python.linting.flake8Enabled": true,
+  "python.linting.enabled": true
+}

app.py

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+import gradio as gr
+from fastai.vision.all import PILImage, load_learner
+
+learn = load_learner("model.pkl")
+labels = learn.dls.vocab
+
+
+def predict(img):
+    img = PILImage.create(img)
+    pred, pred_idx, probs = learn.predict(img)
+    return {labels[i]: float(probs[i]) for i in range(len(labels))}
+
+
+gradio_interface = gr.Interface(
+    fn=predict,
+    inputs=gr.inputs.Image(shape=(512, 512)),
+    outputs=gr.outputs.Label(num_top_classes=2),
+    allow_flagging="never",
+    live=True,
+    title="Angry Carroll Detector",
+    description="Is it Nunez or Carroll? Upload a picture of either and we'll \
+        help you figure out which one it is!",
+)
+gradio_interface.launch(share=True)

model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:81911c48437571a2af70a2db8f2890729b0f65fdd08969f98d90ebdd8fce7264
+size 46953007

requirements.txt

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+aiohttp==3.8.3
+aiosignal==1.2.0
+anyio==3.6.2
+async-timeout==4.0.2
+attrs==22.1.0
+bcrypt==4.0.1
+black==22.10.0
+blis==0.7.9
+catalogue==2.0.8
+certifi==2022.9.24
+cffi==1.15.1
+charset-normalizer==2.1.1
+click==8.1.3
+confection==0.0.3
+contourpy==1.0.5
+cryptography==38.0.1
+cycler==0.11.0
+cymem==2.0.7
+fastai==2.7.9
+fastapi==0.85.1
+fastcore==1.5.27
+fastdownload==0.0.7
+fastprogress==1.0.3
+ffmpy==0.3.0
+flake8==5.0.4
+fonttools==4.38.0
+frozenlist==1.3.1
+fsspec==2022.10.0
+gradio==3.6
+h11==0.12.0
+httpcore==0.15.0
+httpx==0.23.0
+idna==3.4
+Jinja2==3.1.2
+joblib==1.2.0
+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==3.6.1
+mccabe==0.7.0
+mdit-py-plugins==0.3.1
+mdurl==0.1.2
+multidict==6.0.2
+murmurhash==1.0.9
+mypy-extensions==0.4.3
+numpy==1.23.4
+orjson==3.8.0
+packaging==21.3
+pandas==1.5.1
+paramiko==2.11.0
+pathspec==0.10.1
+pathy==0.6.2
+Pillow==9.2.0
+platformdirs==2.5.2
+preshed==3.0.8
+pycodestyle==2.9.1
+pycparser==2.21
+pycryptodome==3.15.0
+pydantic==1.10.2
+pydub==0.25.1
+pyflakes==2.5.0
+PyNaCl==1.5.0
+pyparsing==3.0.9
+python-dateutil==2.8.2
+python-multipart==0.0.5
+pytz==2022.5
+PyYAML==6.0
+requests==2.28.1
+rfc3986==1.5.0
+scikit-learn==1.1.2
+scipy==1.9.3
+six==1.16.0
+smart-open==5.2.1
+sniffio==1.3.0
+spacy==3.4.2
+spacy-legacy==3.0.10
+spacy-loggers==1.0.3
+srsly==2.4.5
+starlette==0.20.4
+thinc==8.1.5
+threadpoolctl==3.1.0
+tomli==2.0.1
+torch==1.12.1
+torchvision==0.13.1
+tqdm==4.64.1
+typer==0.4.2
+typing_extensions==4.4.0
+uc-micro-py==1.0.1
+urllib3==1.26.12
+uvicorn==0.19.0
+wasabi==0.10.1
+websockets==10.3
+yarl==1.8.1