Dataset Versions

v11

2024-07-27 7:53pm

Generated on Jul 27, 2024

Dataset Split

Train Set 80%
747Images
Valid Set 20%
186Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 960x960
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Grayscale: Apply to 20% of images
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 3px
Noise: Up to 1.49% of pixels
Cutout: 5 boxes with 10% size each

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