Dataset Versions
v1
2023-08-22 7:29pm
Generated on Aug 22, 2023
1147 Total Images
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Dataset Split
Train Set 88%
1008Images
Valid Set 8%
89Images
Test Set 4%
50Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 2% of pixels
Cutout: 7 boxes with 3% size each