Dataset Versions

v1

2023-11-07 9:34am

Generated on Nov 7, 2023

Dataset Split

Train Set 95%
1581Images
Valid Set 4%
60Images
Test Set 2%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Noise: Up to 5% of pixels
Cutout: 5 boxes with 10% size each
Mosaic: Applied
Bounding Box: Noise: Up to 5% of pixels