Dataset Versions
Versions
v1
2023-05-22 10:57am
Generated on May 22, 2023
5319 Total Images
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Dataset Split
Train Set 87%
4653Images
Valid Set 8%
445Images
Test Set 4%
221Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels