Dataset Versions
v3
2024-08-19 7:04am
Generated on Aug 19, 2024
18935 Total Images
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Dataset Split
Train Set 94%
17815Images
Valid Set 3%
560Images
Test Set 3%
560Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 7
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -20% and +0%
Noise: Up to 0.1% of pixels