Dataset Versions
v4
2023-12-10 2:41am
Generated on Dec 9, 2023
2938 Total Images
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Dataset Split
Train Set 82%
2420Images
Valid Set 12%
345Images
Test Set 6%
173Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
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