Dataset Versions

v4

boundingbox rotate removed

Generated on Jun 24, 2023

Dataset Split

Train Set 87%
1167Images
Valid Set 9%
114Images
Test Set 4%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels