Dataset Versions

v1

2024-11-02 2:34am

Generated on Nov 2, 2024

Dataset Split

Train Set 88%
4893Images
Valid Set 8%
466Images
Test Set 4%
232Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Noise: Up to 0.1% of pixels