Dataset Versions
v3
2023-11-25 3:23pm
Generated on Nov 25, 2023
1156 Total Images
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Dataset Split
Train Set 87%
1011Images
Valid Set 8%
97Images
Test Set 4%
48Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±25° Horizontal, ±15° Vertical
Mosaic: Applied
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Blur: Up to 1.5px
Bounding Box: Noise: Up to 5% of pixels