Dataset Versions

v6

2023-12-28 3:55pm

Generated on Dec 28, 2023

Dataset Split

Train Set 97%
888Images
Valid Set 3%
28Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.75px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -25% and +25%