Dataset Versions

v1

2022-07-22 7:29pm

Generated on Jul 22, 2022

Dataset Split

Train Set 92%
15360Images
Valid Set 4%
640Images
Test Set 4%
640Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels

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