Dataset Versions

v6

2023-10-27 9:36am

Generated on Oct 27, 2023

Dataset Split

Train Set 94%
3619Images
Valid Set 4%
143Images
Test Set 2%
93Images

Preprocessing

Auto-Orient: Applied
Filter Null: Require at least 20% of images to contain annotations.

Augmentations

Outputs per training example: 5
Flip: Horizontal
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%