Dataset Versions
v2
2023-07-27 1:07pm
Generated on Jul 27, 2023
4878 Total Images
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Dataset Split
Train Set 88%
4269Images
Valid Set 8%
406Images
Test Set 4%
203Images
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