Dataset Versions
v4
2023-09-18 10:29pm
Generated on Sep 18, 2023
22 Total Images
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Dataset Split
Train Set 82%
18Images
Valid Set 9%
2Images
Test Set 9%
2Images
Preprocessing
Auto-Orient: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Rotation: Between -20° and +20°
Shear: ±30° Horizontal, ±0° Vertical
Blur: Up to 18px
Noise: Up to 5% of pixels
Cutout: 25 boxes with 5% size each
Mosaic: Applied
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Shear: ±30° Horizontal, ±0° Vertical
Bounding Box: Blur: Up to 19px