Dataset Versions

v1

2023-10-18 4:58pm

Generated on Oct 18, 2023

Dataset Split

Train Set 87%
1791Images
Valid Set 8%
170Images
Test Set 4%
86Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -20° and +20°
Saturation: Between -27% and +27%