Dataset Versions

v8

2023-07-18 1:31pm

Generated on Jul 18, 2023

Dataset Split

Train Set 84%
222Images
Valid Set 11%
30Images
Test Set 4%
11Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±24° Horizontal, ±19° Vertical
Brightness: Between 0% and +56%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between 0% and +50%
Bounding Box: Blur: Up to 2px

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