Needle detection Dataset

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2024-08-16 9:54am
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Generated on Aug 16, 2024
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3120 Total Images

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Dataset Split

Train Set 88%
2730Images
Valid Set 8%
260Images
Test Set 4%
130Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 20% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%

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