init

config/config.yaml

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+# Data Augmentation Configuration
+# Main configuration file for image data augmentation
+
+# Paths configuration
+paths:
+  input_dir: "data/Archive"
+  output_dir: "out"
+  log_file: "logs/data_augmentation.log"
+
+# Data augmentation parameters - ONLY ROTATION
+augmentation:
+  # Geometric transformations - ONLY ROTATION
+  rotation:
+    enabled: true
+    angles: [30, 60, 120, 150, 180, 210, 240, 300, 330]  # Specific rotation angles
+    probability: 1.0  # Always apply rotation
+
+# Processing configuration
+processing:
+  target_size: [224, 224]  # [width, height]
+  batch_size: 32
+  num_augmentations: 3  # number of augmented versions per image
+  save_format: "jpg"
+  quality: 95
+
+# Supported image formats
+supported_formats:
+  - ".jpg"
+  - ".jpeg"
+  - ".png"
+  - ".bmp"
+  - ".tiff"
+
+# Logging configuration
+logging:
+  level: "INFO"  # DEBUG, INFO, WARNING, ERROR
+  format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
+  handlers:
+    - type: "file"
+      filename: "logs/data_augmentation.log"
+    - type: "console"
+
+# Performance settings
+performance:
+  num_workers: 4
+  prefetch_factor: 2
+  pin_memory: true
+  use_gpu: false