Dataset Versions
v3
2024-02-20 2:05pm
Generated on Feb 20, 2024
3322 Total Images
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Dataset Split
Train Set 87%
2904Images
Valid Set 8%
278Images
Test Set 4%
140Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Applied
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels