Dataset Versions

v1

2023-09-19 9:19am

Generated on Sep 18, 2023

Dataset Split

Train Set 84%
1374Images
Valid Set 12%
190Images
Test Set 4%
66Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 12-88% Horizontal Region, 0-100% Vertical Region
Auto-Adjust Contrast: Using Adaptive Equalization
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise
Brightness: Between -50% and +50%