tiffany101 commited on
Commit
d18865c
·
verified ·
1 Parent(s): 299575d

Update app.py

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Files changed (1) hide show
  1. app.py +2 -2
app.py CHANGED
@@ -29,7 +29,7 @@ NUM_CLASSES = 2
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  CLASS_NAMES = ["Elliptical", "Spiral"]
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  DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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- # 🔴 Calibration + OOD thresholds
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  TEMPERATURE = 2.5 # softens overconfidence
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  CONF_THRESHOLD = 0.60 # below this → uncertain
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  ENTROPY_THRESHOLD = 0.85 # high entropy → uncertain
@@ -52,7 +52,7 @@ def load_model():
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  if os.path.exists(MODEL_PATH):
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  try:
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  state_dict = torch.load(MODEL_PATH, map_location=DEVICE)
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- model.load_state_dict((torch.load(MODEL_PATH, map_location=DEVICE))
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  print(f"Model loaded successfully from {MODEL_PATH}")
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  except Exception as e:
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  print(f"Error loading model: {e}")
 
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  CLASS_NAMES = ["Elliptical", "Spiral"]
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  DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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+ # Calibration + OOD thresholds
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  TEMPERATURE = 2.5 # softens overconfidence
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  CONF_THRESHOLD = 0.60 # below this → uncertain
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  ENTROPY_THRESHOLD = 0.85 # high entropy → uncertain
 
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  if os.path.exists(MODEL_PATH):
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  try:
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  state_dict = torch.load(MODEL_PATH, map_location=DEVICE)
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+ model.load_state_dict((torch.load(MODEL_PATH, map_location=DEVICE)))
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  print(f"Model loaded successfully from {MODEL_PATH}")
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  except Exception as e:
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  print(f"Error loading model: {e}")