Dataset Versions

v1

2024-02-14 10:46pm

Generated on Feb 14, 2024

Dataset Split

Train Set 87%
405Images
Valid Set 9%
40Images
Test Set 4%
18Images

Preprocessing

Auto-Orient: Applied
Static Crop: 18-79% Horizontal Region, 25-86% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Noise: Up to 0.1% of pixels

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