Dataset Versions

v4

2023-05-14 10-10am - grayscale

Generated on May 14, 2023

Dataset Split

Train Set 86%
261Images
Valid Set 7%
21Images
Test Set 7%
22Images

Preprocessing

Resize: Fit (reflect edges) in 640x640
Grayscale: Applied
Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Cutout: 3 boxes with 10% size each