Dataset Versions
v4
2024-06-20 5:47pm
Generated on Jun 20, 2024
5253 Total Images
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Dataset Split
Train Set 90%
4746Images
Valid Set 4%
190Images
Test Set 6%
317Images
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, 28% Maximum Zoom
Hue: Between -22° and +22°
Exposure: Between -15% and +15%
Blur: Up to 4.7px
Noise: Up to 1.96% of pixels