Dataset Versions

v3

2024-10-06 12:40pm

Generated on Oct 6, 2024

Dataset Split

Train Set 95%
2807Images
Valid Set 3%
95Images
Test Set 2%
49Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 7
Exposure: Between -19% and +19%
Blur: Up to 4.1px
Noise: Up to 4.61% of pixels
Mosaic: Applied
Bounding Box: Noise: Up to 4.85% of pixels

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