Dataset Versions
v1
2024-07-03 9:16am
Generated on Jul 3, 2024
2845 Total Images
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Dataset Split
Train Set 96%
2721Images
Valid Set 3%
81Images
Test Set 2%
43Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 0.1% of pixels