Dataset Versions

v1

2024-07-11 6:47am

Generated on Jul 11, 2024

Dataset Split

Train Set 87%
4371Images
Valid Set 9%
443Images
Test Set 4%
211Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 360x360
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Noise: Up to 0.1% of pixels