Dataset Versions
v2
2023-09-01 3:40pm
Generated on Sep 1, 2023
1079 Total Images
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Dataset Split
Train Set 79%
850Images
Valid Set 12%
131Images
Test Set 9%
98Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 33% Maximum Zoom
Brightness: Between -14% and +14%
Blur: Up to 1.5px
Noise: Up to 18% of pixels
Cutout: 8 boxes with 20% size each