sylwia malinowska
commited on
Commit
•
2f3d61d
1
Parent(s):
fc2db54
clean up
Browse files
app.py
CHANGED
@@ -5,16 +5,19 @@ learn = load_learner('cat.pkl')
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labels = learn.dls.vocab
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def
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img = PILImage.create(img)
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pred, pred_idx, probs = learn.predict(img)
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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examples = ['british-shorthair.jpg',
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'maine-coon.jpg', 'european-shorthair.jpg']
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gr.Interface(fn=
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-
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-
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labels = learn.dls.vocab
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def classify_image(img):
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img = PILImage.create(img)
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pred, pred_idx, probs = learn.predict(img)
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return {labels[i]: float(probs[i]) for i in range(len(labels))}
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images = gr.inputs.Image(shape=(300, 300))
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outputs = gr.outputs.Label(num_top_classes=3)
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examples = ['british-shorthair.jpg',
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'maine-coon.jpg', 'european-shorthair.jpg']
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interface = gr.Interface(fn=classify_image, inputs=images,
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outputs=outputs, examples=examples)
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interface.launch(inline=False)
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