Dataset Versions

v4

2024-01-11 10:39pm

Generated on Jan 12, 2024

Dataset Split

Train Set 81%
1910Images
Valid Set 6%
152Images
Test Set 13%
302Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require at least 75% of images to contain annotations.

Augmentations

Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Noise: Up to 1.8% of pixels

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