Dataset Versions
v2
2024-04-15 1:36am
Generated on Apr 14, 2024
511 Total Images
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Dataset Split
Train Set 87%
447Images
Valid Set 8%
43Images
Test Set 4%
21Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Blur: Up to 1.2px
Noise: Up to 1.68% of pixels