guitar-instance Dataset

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2023-12-11 1:45pm
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2023-12-11 1:29pm
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2023-12-10 11:37pm
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v8

2023-12-11 1:29pm

Generated on Dec 11, 2023
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133 Total Images

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Dataset Split

Train Set 83%
111Images
Valid Set 5%
7Images
Test Set 11%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels