Dataset Versions

v1

2023-10-05 11:09am

Generated on Oct 5, 2023

Dataset Split

Train Set 88%
2727Images
Valid Set 8%
259Images
Test Set 4%
130Images

Preprocessing

Resize: Stretch to 1024x1024
Modify Classes: 13 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Noise: Up to 5% of pixels
Cutout: 4 boxes with 30% size each
Mosaic: Applied