feat: only copy images with confidence over 95%

Co-authored-by: aider (gemini/gemini-2.5-pro-preview-05-06) <aider@aider.chat>

sort.py

@@ -13,6 +13,7 @@ def sort_images():
     MODEL_PATH = 'garage_door_cnn.pth'
     SOURCE_DIR = 'data/hourly_photos/'
     DEST_DIR = 'data/sorted/open/'
+    CONFIDENCE_THRESHOLD = 0.95 # Only copy if confidence is over this value
     
 
     # The classes are sorted alphabetically by ImageFolder: ['closed', 'open']
@@ -63,7 +64,7 @@ def sort_images():
                     probabilities = F.softmax(output, dim=1)
                     confidence, pred_idx = torch.max(probabilities, 1)
                     
-                    if pred_idx.item() == TARGET_CLASS_IDX:
+                    if pred_idx.item() == TARGET_CLASS_IDX and confidence.item() > CONFIDENCE_THRESHOLD:
                         print(f"Found 'open' image: {file_path} with confidence: {confidence.item():.4f}")
                         # Copy file
                         shutil.copy(file_path, os.path.join(DEST_DIR, filename))