Dataset Versions
v2
2023-04-16 10:14am
Generated on Apr 16, 2023
2184 Total Images
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Dataset Split
Train Set 88%
1911Images
Valid Set 8%
182Images
Test Set 4%
91Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Blur: Up to 1.75px
Noise: Up to 5% of pixels