Dataset Versions

v5

2023-11-27 7:20am

Generated on Nov 26, 2023

Dataset Split

Train Set 81%
3186Images
Valid Set 9%
365Images
Test Set 9%
365Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 960x540
Modify Classes: 43 remapped, 20 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 1% of pixels

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