Dataset Versions

v4

2023-05-02 11:55am

Generated on May 2, 2023

Dataset Split

Train Set 87%
2489Images
Valid Set 8%
234Images
Test Set 5%
133Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-65% Horizontal Region, 25-65% Vertical Region
Resize: Fill (with center crop) in 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Hue: Between -25° and +25°