Dataset Versions
v3
2024-11-13 3:50pm
Generated on Nov 13, 2024
3311 Total Images
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Dataset Split
Train Set 88%
2898Images
Valid Set 8%
274Images
Test Set 4%
139Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 1px
Noise: Up to 0.1% of pixels