devdata commited on
Commit
3b082e5
·
1 Parent(s): 2122cec

Update app.py

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Files changed (1) hide show
  1. app.py +5 -7
app.py CHANGED
@@ -5,19 +5,17 @@ from fastai.vision.all import PILImage
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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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- img = img.resize((512, 512))
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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 = ['image1.jpg', 'image2.jpg']
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  interpretation='default'
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  enable_queue=True
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- gr.Interface(fn=predict, inputs=gr.components.Image(), outputs=gr.outputs.Label(num_top_classes=3), examples=examples, interpretation=interpretation, enable_queue=enable_queue).launch()
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-
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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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+ img = img.resize((512, 512))
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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 = ['image1.jpg', 'image2.jpg']
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  interpretation='default'
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  enable_queue=True
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+ gr.Interface(fn=predict, inputs=gr.components.Image(), outputs=gr.components.Label(num_top_classes=3), examples=examples, interpretation=interpretation, enable_queue=enable_queue).launch()
 
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