kritarth3 commited on
Commit
ee4d34c
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1 Parent(s): 65aba50

Added app.py file

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Files changed (2) hide show
  1. app.py +14 -0
  2. export.pkl +3 -0
app.py ADDED
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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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+
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+ learn = load_learner('export.pkl')
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+
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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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+
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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)
export.pkl ADDED
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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