Dataset Versions

v6

2022-12-04 11:49am

Generated on Dec 4, 2022

Dataset Split

Train Set 91%
12204Images
Valid Set 5%
606Images
Test Set 4%
585Images

Preprocessing

Modify Classes: 2 remapped, 0 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 9% Minimum Zoom, 37% Maximum Zoom
Rotation: Between -15° and +15°
Noise: Up to 3% of pixels

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