Dataset Versions
v16
2023-12-01 4:18pm
Generated on Dec 1, 2023
1197 Total Images
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Dataset Split
Train Set 92%
1104Images
Valid Set 8%
93Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 2% of pixels
Cutout: 4 boxes with 18% size each