Dataset Versions

v4

2024-03-29 2:38pm

Generated on Mar 29, 2024

Dataset Split

Train Set 87%
7311Images
Valid Set 8%
697Images
Test Set 4%
348Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -7° and +7°
Hue: Between -26° and +26°
Saturation: Between -29% and +29%
Brightness: Between -27% and +27%
Exposure: Between -24% and +24%
Blur: Up to 3.2px
Noise: Up to 0.06% of pixels
Cutout: 10 boxes with 1% size each