Dataset Versions
v2
2024-04-12 12:05pm
Generated on Apr 12, 2024
2509 Total Images
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Dataset Split
Train Set 94%
2355Images
Valid Set 4%
102Images
Test Set 2%
52Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels