Dataset Versions

v5

2023-06-18 2:31pm

Generated on Jun 18, 2023

Dataset Split

Train Set 92%
1023Images
Valid Set 4%
47Images
Test Set 4%
45Images

Preprocessing

Resize: Stretch to 1280x720
Modify Classes: 0 remapped, 2 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Saturation: Between -25% and +25%
Exposure: Between -5% and +5%
Blur: Up to 1px

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