Dataset Versions
v2
2024-05-10 1:04am
Generated on May 9, 2024
224 Total Images
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Dataset Split
Train Set 88%
198Images
Valid Set 7%
16Images
Test Set 4%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±20° Horizontal, ±20° Vertical
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels