Dataset Versions
v14
2024-07-11 1:50am
Generated on Jul 11, 2024
4059 Total Images
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Dataset Split
Train Set 99%
4005Images
Valid Set 1%
54Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 5% of images
Noise: Up to 0.1% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -7° and +7°
Bounding Box: Shear: ±3° Horizontal, ±3° Vertical
Bounding Box: Noise: Up to 0.1% of pixels