Dataset Versions

v3

2023-12-06 5:50pm

Generated on Dec 6, 2023

Dataset Split

Train Set 91%
3021Images
Valid Set 6%
187Images
Test Set 3%
113Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±7° Horizontal, ±7° Vertical

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