Dataset Versions

v12

2023-06-14 11:59am

Generated on Jun 14, 2023

Dataset Split

Train Set 99%
1568Images
Valid Set 1%
10Images
Test Set 1%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x480

Augmentations

Outputs per training example: 7
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Rotation: Between -45° and +45°
Brightness: Between -8% and +8%
Exposure: Between -4% and +4%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each

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