Dataset Versions
Versions
v1
2024-10-29 10:39pm
Generated on Oct 29, 2024
4160 Total Images
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Dataset Split
Train Set 92%
3840Images
Valid Set 5%
208Images
Test Set 3%
112Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Noise: Up to 1.84% of pixels