Dataset Versions

v2

2024-09-11 9:39am

Generated on Sep 11, 2024

Dataset Split

Train Set 88%
1302Images
Valid Set 8%
120Images
Test Set 4%
58Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Noise: Up to 1.92% of pixels