Dataset Versions

v1

2024-10-25 1:47pm

Generated on Oct 25, 2024

Dataset Split

Train Set 88%
2709Images
Valid Set 8%
255Images
Test Set 4%
131Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x1024
Filter Null: Require at least 80% of images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Hue: Between -15° and +15°