Dataset Versions

v5

2023-06-18 1:42am

Generated on Jun 17, 2023

Dataset Split

Train Set 92%
11892Images
Valid Set 6%
780Images
Test Set 2%
265Images

Preprocessing

Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%
Blur: Up to 1.5px

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