Dataset Versions

v3

2023-08-02 1:01pm

Generated on Aug 2, 2023

Dataset Split

Train Set 96%
1840Images
Valid Set 3%
50Images
Test Set 2%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 10
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -29° and +29°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%