Dataset Versions

v4

2023-10-20 10:31am

Generated on Oct 20, 2023

Dataset Split

Train Set 92%
1227Images
Valid Set 4%
51Images
Test Set 4%
51Images

Preprocessing

Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels