Dataset Versions

v7

x7 Augmentated data

Generated on Sep 8, 2024

Dataset Split

Train Set 91%
973Images
Valid Set 5%
58Images
Test Set 3%
35Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 20% of images
Noise: Up to 0.1% of pixels