Dataset Versions

v1

2024-03-29 1:04am

Generated on Mar 28, 2024

Dataset Split

Train Set 87%
12725Images
Valid Set 9%
1321Images
Test Set 4%
657Images

Preprocessing

Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 12-96% Vertical Region
Resize: Fill (with center crop) in 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down