Dataset Versions

v2

2022-10-26 4:39pm

Generated on Oct 26, 2022

Dataset Split

Train Set 88%
6300Images
Valid Set 8%
600Images
Test Set 4%
300Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels
Mosaic: Applied