Dataset Versions

v1

color_v7

Generated on Jun 24, 2022

Dataset Split

Train Set 94%
4842Images
Valid Set 6%
283Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -10% and +10%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each

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