Dataset Versions
v3
2024-09-09 8:12am
Generated on Sep 9, 2024
12562 Total Images
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Dataset Split
Train Set 74%
9260Images
Valid Set 21%
2616Images
Test Set 5%
686Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Brightness: Between -24% and +24%
Blur: Up to 2px
Noise: Up to 1.96% of pixels