Yolo v7 segmentation

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yolo v7 metal defect instance

Instance Segmentation

yolo v7 metal defect instance Image Dataset

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Versions
2023-03-30 12:30pm
v3
·
a year ago
2023-03-30 11:51am
v2
·
a year ago
KB metal instance
v1
·
a year ago
v2

2023-03-30 11:51am

Generated on Mar 30, 2023
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944 Total Images

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Dataset Split

Train Set 88%
828Images
Valid Set 7%
69Images
Test Set 5%
47Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 10px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 5% of pixels