Dataset Versions

v1

2024-02-29 1:58pm

Generated on Feb 29, 2024

Dataset Split

Train Set 88%
3210Images
Valid Set 8%
305Images
Test Set 4%
152Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 0.5% of pixels

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