Dataset Versions
Versions
v1
2022-11-21 4:01pm
Generated on Nov 21, 2022
9638 Total Images
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Dataset Split
Train Set 87%
8433Images
Valid Set 8%
801Images
Test Set 4%
404Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -30° and +30°
Saturation: Between -5% and +5%
Blur: Up to 1.5px
Noise: Up to 2% of pixels