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Added app.py file
Browse files- app.py +14 -0
- export.pkl +3 -0
app.py
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import gradio as gr
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from fastai.vision.all import *
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#import skimage
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learn = load_learner('export.pkl')
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labels = learn.dls.vocab
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def predict(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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import gradio as gr
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gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=True)
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export.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:75d8c7bfa2c4c1228880b26da303f83b8c384215264538bb464e7558215be1af
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size 46978340
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