Dataset Versions

v3

2024-01-28 4:39pm

Generated on Jan 28, 2024

Dataset Split

Train Set 88%
1083Images
Valid Set 8%
102Images
Test Set 4%
50Images

Preprocessing

Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Hue: Between -26° and +26°
Brightness: Between -40% and +40%
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each