Dataset Versions

v3

2023-01-15 4:42pm

Generated on Jan 15, 2023

Dataset Split

Train Set 87%
771Images
Valid Set 12%
109Images
Test Set 1%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Hue: Between -79° and +79°
Noise: Up to 8% of pixels
Cutout: 10 boxes with 10% size each