# 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