Dataset Versions

v7

2023-08-09 9:05pm

Generated on Aug 9, 2023

Dataset Split

Train Set 88%
2478Images
Valid Set 11%
322Images
Test Set 0%
11Images

Preprocessing

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

Augmentations

Outputs per training example: 2
Shear: ±2° Horizontal, ±2° Vertical
Exposure: Between -10% and +10%
Blur: Up to 4.75px
Noise: Up to 2% of pixels

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