Dataset Versions
Versions
v3
2023-02-06 1:00am
Generated on Feb 6, 2023
4232 Total Images
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Dataset Split
Train Set 92%
3890Images
Valid Set 5%
220Images
Test Set 3%
122Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 5
Saturation: Between -50% and +50%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels
Cutout: 4 boxes with 25% size each