IIITDM Kurnool

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defect detection

Instance Segmentation

defect detection Image Dataset

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Versions
2024-01-17 10:48pm
v1
Jan 17, 2024
v1

2024-01-17 10:48pm

Generated on Jan 17, 2024
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206 Total Images

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Dataset Split

Train Set 87%
180Images
Valid Set 8%
17Images
Test Set 4%
9Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 15% of images
Exposure: Between -10% and +10%
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 2.5px