Dataset Versions

v3

2023-07-24 10:22am

Generated on Jul 24, 2023

Dataset Split

Train Set 88%
2109Images
Valid Set 8%
200Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Bounding Box: Flip: Horizontal
Bounding Box: Exposure: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels