Dataset Versions

Versions
2023-11-10 7:49am
v1
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a year ago
v1

2023-11-10 7:49am

Generated on Nov 9, 2023
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7703 Total Images

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Dataset Split

Train Set 97%
7503Images
Valid Set 1%
100Images
Test Set 1%
100Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.25px
Noise: Up to 6% of pixels

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