needle-detect-square-gauge Dataset

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2023-12-07 1:42pm
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2023-12-07 1:41pm

Generated on Dec 7, 2023
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72 Total Images

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Dataset Split

Train Set 100%
72Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 2% Maximum Zoom
Rotation: Between -1° and +1°
Shear: ±1° Horizontal, ±1° Vertical
Grayscale: Apply to 5% of images
Hue: Between -6° and +6°
Saturation: Between -2% and +2%
Brightness: Between -1% and +1%
Exposure: Between -1% and +1%
Blur: Up to 0.25px
Noise: Up to 1% of pixels

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