Dataset Versions
v2
2023-12-10 2:09am
Generated on Dec 9, 2023
4148 Total Images
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Dataset Split
Train Set 88%
3630Images
Valid Set 8%
345Images
Test Set 4%
173Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Mosaic: Applied