Dataset Versions

v7

2023-07-07 4:17pm

Generated on Jul 7, 2023

Dataset Split

Train Set 92%
564Images
Valid Set 6%
35Images
Test Set 2%
14Images

Preprocessing

Resize: Fit within 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Bounding Box: Brightness: Between -17% and +17%