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Runtime error
Nitin Bhandari
commited on
Commit
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94810ee
1
Parent(s):
bfb3aaa
this should work
Browse files
app.py
CHANGED
@@ -1,24 +1,27 @@
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from fastai.vision.all import *
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import
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pred, pred_idx, probs = learn.predict(img)
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return {labels[i]: folat(probs[i] for in in range(len(labels)))}
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examples = ['
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interpretation='default'
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enable_queue=True
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examples=examples, interpretation=interpretation,
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enable_queue=enable_queue).launch()
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# AUTOGENERATED! DO NOT EDIT! File to edit: . (unless otherwise specified).
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__all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
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# Cell
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from fastai.vision.all import *
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import gradio as gr
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import timm
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# Cell
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learn = load_learner('model_021724.pkl')
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# Cell
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categories = learn.dls.vocab
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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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# Cell
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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples = ['basset.jpg']
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# Cell
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intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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intf.launch()
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