Dataset Versions
v3
2024-10-22 6:52pm
Generated on Oct 22, 2024
4436 Total Images
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Dataset Split
Train Set 84%
3705Images
Valid Set 16%
702Images
Test Set 1%
29Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1.96% of pixels