hudson-dev commited on
Commit
e49db51
·
1 Parent(s): 4b1cda0

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +4 -1
app.py CHANGED
@@ -4,9 +4,12 @@ import skimage as sk
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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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- 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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  learn = load_learner('export.pkl')
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  labels = learn.dls.vocab
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+ EXAMPLES_PATH = Path('./examples')
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+ examples = [f'{EXAMPLES_PATH}/{f.name}' for f in EXAMPLES_PATH.iterdir()]
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+
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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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+ gr.Interface(fn=predict, examples=examples, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3)).launch(share=True)