Dataset Versions

v2

2024-09-24 6:19am

Generated on Sep 24, 2024

Dataset Split

Train Set 94%
95Images
Valid Set 4%
4Images
Test Set 2%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 5
Grayscale: Apply to 10% of images
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1.2px
Noise: Up to 0.14% of pixels