funkstop commited on
Commit
ef7e081
·
1 Parent(s): 37073c0

added categories

Browse files
Files changed (1) hide show
  1. app.py +3 -1
app.py CHANGED
@@ -7,11 +7,13 @@ def is_cat(x):
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  learn = load_learner('model.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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  title = "Pet Breed Classifier"
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  description = "A pet breed classifier trained on the Oxford Pets dataset with fastai. Created as a demo for Gradio and HuggingFace Spaces."
 
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  learn = load_learner('model.pkl')
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+ categories = ('Dog','Cat')
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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 dict(zip(categories, map(float,probs)))
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  title = "Pet Breed Classifier"
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  description = "A pet breed classifier trained on the Oxford Pets dataset with fastai. Created as a demo for Gradio and HuggingFace Spaces."