Dataset Versions

v1

2023-06-14 12:21pm

Generated on Jun 14, 2023

Dataset Split

Train Set 86%
11892Images
Valid Set 9%
1237Images
Test Set 5%
749Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Brightness: Between -38% and +38%
Exposure: Between -18% and +18%
Noise: Up to 6% of pixels