Spaces:
Sleeping
Sleeping
Chizoba Obasi
commited on
Commit
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69e9bba
1
Parent(s):
2deaddb
clean up folder
Browse files- .DS_Store +0 -0
- app.ipynb +1 -1
- app/app.py +0 -29
.DS_Store
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Binary file (6.15 kB). View file
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app.ipynb
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@@ -681,7 +681,7 @@
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},
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{
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"cell_type": "code",
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"execution_count":
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"id": "3debd079",
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"metadata": {},
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"outputs": [],
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},
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{
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"cell_type": "code",
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"execution_count": 29,
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"id": "3debd079",
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"metadata": {},
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"outputs": [],
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app/app.py
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# AUTOGENERATED! DO NOT EDIT! File to edit: ../app.ipynb.
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# %% auto 0
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__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify_image']
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# %% ../app.ipynb 3
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from fastai.vision.all import *
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import gradio as gr
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def is_cat(x):
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return x[0].isupper()
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# %% ../app.ipynb 5
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learn = load_learner('model.pkl')
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# %% ../app.ipynb 7
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categories = ('Dog', 'Cat')
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def classify_image(img):
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pred, idx, probs = learn.predict(img)
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return dict(zip(categories, map(float, probs)))
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# %% ../app.ipynb 9
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image = gr.Image(shape=(192, 192))
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label = gr.Label()
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examples = ['dog.jpeg', 'cat.jpeg', 'bear.jpeg', 'dog2.jpeg']
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intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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intf.launch(inline=False)
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