Dataset Versions

v2

2023-12-02 12:32am

Generated on Dec 1, 2023

Dataset Split

Train Set 83%
90Images
Valid Set 8%
9Images
Test Set 9%
10Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Cutout: 3 boxes with 10% size each

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