Dataset Versions

v8

2024-02-26 9-52am - ICE Glass

Generated on Feb 26, 2024

Dataset Split

Train Set 92%
264Images
Valid Set 5%
15Images
Test Set 2%
7Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -28° and +28°
Shear: ±34° Horizontal, ±45° Vertical
Grayscale: Apply to 34% of images
Saturation: Between -63% and +63%
Cutout: 11 boxes with 12% size each
Bounding Box: Rotation: Between -13° and +13°

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