Update detection_config.yml

detection_config.yml

@@ -74,16 +74,17 @@ Train:
       - DecodeImage: # load image
           img_mode: BGR
           channel_first: False
-      - DetLabelEncode: 
+      - DetLabelEncode: # Class handling label
       - IaaAugment:
           augmenter_args:
             - { 'type': Fliplr, 'args': { 'p': 0.5 } }
-            - { 'type': AdditiveGaussianNoise, 'args': {'scale': [0, 0.05*255], 'per_channel': 0.5, 'p': 0.3 } }
-            - { 'type': GaussianBlur, 'args': { 'sigma': [0.0, 1.5], 'p': 0.3 } } 
-            - { 'type': Multiply, 'args': { 'mul': [0.7, 1.3], 'per_channel': 0.2, 'p': 0.5 } } 
-            - { 'type': LinearContrast, 'args': { 'alpha': [0.7, 1.3], 'per_channel': 0.5, 'p': 0.5 } }
-            - { 'type': Affine, 'args': { 'rotate': [-10, 10] } }
-            - { 'type': Resize, 'args': { 'size': [0.5, 3] } }
+            # --- Augmentasi Ditambahkan (Menggunakan Nama Albumentations) ---
+            - { 'type': GaussNoise, 'args': {'var_limit': [0, 165], 'p': 0.3 } } # Noise (prob 30%) - var_limit approx (0.05*255)^2
+            - { 'type': GaussianBlur, 'args': { 'sigma_limit': [0.0, 1.5], 'p': 0.3 } } # Blur (prob 30%)
+            - { 'type': RandomBrightnessContrast, 'args': { 'brightness_limit': 0.3, 'contrast_limit': 0.3, 'p': 0.5 } } # Light/Contrast (prob 50%)
+            # --- Akhir Augmentasi Tambahan ---
+            - { 'type': Affine, 'args': { 'rotate': [-10, 10] } } # Rotasi tetap ada
+            - { 'type': Resize, 'args': { 'size': [0.5, 3] } } # Resize tetap ada
       - EastRandomCropData:
           size: [640, 640]
           max_tries: 50
@@ -102,7 +103,7 @@ Train:
           order: 'hwc'
       - ToCHWImage:
       - KeepKeys:
-          keep_keys: ['image', 'threshold_map', 'threshold_mask', 'shrink_map', 'shrink_mask']
+          keep_keys: ['image', 'threshold_map', 'threshold_mask', 'shrink_map', 'shrink_mask'] # the order of the dataloader list
   loader:
     shuffle: True
     drop_last: False