Dataset Versions

v1

2024-02-02 11:21pm

Generated on Feb 2, 2024

Dataset Split

Train Set 87%
321Images
Valid Set 8%
30Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Static Crop: 27-75% Horizontal Region, 21-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±3° Vertical
Blur: Up to 4.7px

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