cyberai-1 commited on
Commit
cc8203a
·
1 Parent(s): 001319d
Files changed (1) hide show
  1. app.py +5 -3
app.py CHANGED
@@ -165,7 +165,8 @@ def predict():
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  with torch.no_grad():
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  out = model(tensor)
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- probs = torch.exp(out).cpu().numpy()[0]
 
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  elif framework == "tensorflow":
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  model = load_tensorflow()
@@ -182,9 +183,10 @@ def predict():
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  pred_idx = int(np.argmax(probs))
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  return jsonify({
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  "class": CLASSES[pred_idx],
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- "confidence": float(probs[pred_idx]),
 
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  "probabilities": {
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- c: float(p) for c, p in zip(CLASSES, probs)
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  },
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  })
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  with torch.no_grad():
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  out = model(tensor)
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+ probs = torch.softmax(out, dim=1).cpu().numpy()[0]
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+ #probs = torch.exp(out).cpu().numpy()[0]
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  elif framework == "tensorflow":
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  model = load_tensorflow()
 
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  pred_idx = int(np.argmax(probs))
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  return jsonify({
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  "class": CLASSES[pred_idx],
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+ #"confidence": float(probs[pred_idx]),
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+ "confidence": float(probs[pred_idx] * 100),
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  "probabilities": {
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+ c: float(p * 100) for c, p in zip(CLASSES, probs)
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  },
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  })
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