Dataset Versions

v4

2024-10-23 2:00am

Generated on Oct 23, 2024

Dataset Split

Train Set 94%
10290Images
Valid Set 4%
421Images
Test Set 2%
211Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 7
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 0.8px
Noise: Up to 0.1% of pixels