Dataset Versions

v3

2022-01-15 11:30pm

Generated on Jan 16, 2022

Dataset Split

Train Set 92%
8703Images
Valid Set 4%
363Images
Test Set 4%
363Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Blur: Up to 0.5px
Noise: Up to 3% of pixels
Cutout: 2 boxes with 6% size each
Mosaic: Applied

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