Dataset Versions

v1

2024-03-02 2:09pm

Generated on Mar 2, 2024

Dataset Split

Train Set 82%
471Images
Valid Set 10%
60Images
Test Set 7%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 21% of images
Hue: Between -56° and +56°
Noise: Up to 2.04% of pixels
Cutout: 9 boxes with 8% size each