Dataset Versions
v3
2023-08-24 11:31am
Generated on Aug 24, 2023
5311 Total Images
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Dataset Split
Train Set 87%
4647Images
Valid Set 8%
443Images
Test Set 4%
221Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -28% and +28%
Brightness: Between -11% and +11%
Exposure: Between -26% and +26%
Blur: Up to 3px
Cutout: 22 boxes with 3% size each