Dataset Versions

v4

2023-08-10 4:25pm

Generated on Aug 10, 2023

Dataset Split

Train Set 91%
687Images
Valid Set 6%
45Images
Test Set 3%
25Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Noise: Up to 5% of pixels