Dataset Versions

v1

2023-05-17 11:24am

Generated on May 17, 2023

Dataset Split

Train Set 87%
60Images
Valid Set 7%
5Images
Test Set 6%
4Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -50% and +50%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each

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