Dataset Versions

v1

2024-10-01 4:32am

Generated on Oct 1, 2024

Dataset Split

Train Set 75%
3434Images
Valid Set 6%
278Images
Test Set 19%
891Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 15% of images