Dataset Versions
v3
2024-04-24 9:13pm
Generated on Apr 24, 2024
14499 Total Images
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Dataset Split
Train Set 87%
12678Images
Valid Set 8%
1215Images
Test Set 4%
606Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 34% Maximum Zoom
Brightness: Between -35% and +35%
Exposure: Between -12% and +12%
Blur: Up to 2px
Noise: Up to 2% of pixels