Dataset Versions

v3

2024-07-04 7:53am

Generated on Jul 4, 2024

Dataset Split

Train Set 88%
4290Images
Valid Set 8%
382Images
Test Set 4%
195Images

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
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%