computer vision

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isegmentation

Instance Segmentation

isegmentation Image Dataset

Versions
2023-11-24 6:35pm
v1
·
7 months ago
v1

2023-11-24 6:35pm

Generated on Nov 24, 2023
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140 Total Images

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Dataset Split

Train Set 86%
120Images
Valid Set 4%
5Images
Test Set 11%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Noise: Up to 5% of pixels