Dataset Versions

v1

2024-06-27 4:03pm

Generated on Jun 27, 2024

Dataset Split

Train Set 87%
327Images
Valid Set 9%
33Images
Test Set 4%
16Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels