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data.yaml
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# Flash Detection Dataset
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path: /content/drive/My Drive/Flash Detection Project/Dataset
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train: images/train
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val: images/val
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test:
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# Class names
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names:
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0: flash
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# Augmentation settings
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augment: True # Enable augmentations
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augmentation:
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hsv_h: 0.015 # Hue variation (+/- 1.5%)
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hsv_s: 0.7 # Saturation variation (+/- 70%)
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hsv_v: 0.4 # Value (brightness) variation (+/- 40%)
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degrees: 10 # Rotation (+/- 10 degrees)
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translate: 0.1 # Translation (+/- 10% of image size)
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scale: 0.5 # Scale variation (50-150%)
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shear: 0.0 # Shear disabled
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perspective: 0.0005 # Perspective distortion
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flipud: 0.0 # Vertical flip disabled
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fliplr: 0.5 # Horizontal flip (50% chance)
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mosaic: 1.0 # Mosaic augmentation probability (100%)
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mixup: 0.1 # Mixup augmentation probability (10%)
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