Dataset Versions
v2
2024-09-04 9:01pm
Generated on Sep 4, 2024
5229 Total Images
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Dataset Split
Train Set 94%
4928Images
Valid Set 4%
199Images
Test Set 2%
102Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 7
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Brightness: Between -15% and +15%
Exposure: Between -5% and +5%
Blur: Up to 1.3px
Noise: Up to 0.5% of pixels