Dataset Versions

v3

2024-10-03 1:17pm

Generated on Oct 3, 2024

Dataset Split

Train Set 87%
4158Images
Valid Set 8%
397Images
Test Set 4%
199Images

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