Monash University

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Wire detection

Instance Segmentation

Wire detection Image Dataset

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Versions
2023-09-08 12:28pm
v4
Sep 8, 2023
2023-09-06 3:48pm
v3
Sep 6, 2023
2023-09-06 3:44pm
v2
Sep 6, 2023
2023-06-27 4:45pm
v1
Jun 27, 2023
v4

2023-09-08 12:28pm

Generated on Sep 8, 2023
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298 Total Images

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Dataset Split

Train Set 93%
276Images
Valid Set 4%
11Images
Test Set 4%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 1.5px
Cutout: 3 boxes with 10% size each
Bounding Box: Noise: Up to 5% of pixels