Dataset Versions

v2

2024-08-12 5:49pm

Generated on Aug 12, 2024

Dataset Split

Train Set 87%
3990Images
Valid Set 8%
381Images
Test Set 4%
191Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1.3px
Noise: Up to 0.22% of pixels