Dataset Versions

v5

2024-06-29 12:21am

Generated on Jun 29, 2024

Dataset Split

Train Set 82%
1882Images
Valid Set 12%
268Images
Test Set 6%
132Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Grayscale: Apply to 20% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Blur: Up to 1.6px
Noise: Up to 0.86% of pixels