Dataset Versions

v2

2024-05-22 11:25am

Generated on May 22, 2024

Dataset Split

Train Set 85%
1844Images
Valid Set 10%
211Images
Test Set 5%
113Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.3% of pixels