Dataset Versions

v8

2024-06-09 10:48pm

Generated on Jun 9, 2024

Dataset Split

Train Set 87%
2274Images
Valid Set 7%
187Images
Test Set 5%
138Images

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: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -8° and +8°
Brightness: Between -14% and +14%