ChaoXiang661 / SemiCrack

We present a novel semi-supervised framework for crack segmentation (CCT-SimCrack) based on contrastive learning and cross pseudo supervision (CPS).

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SemiCrack

We present a novel semi-supervised framework for crack segmentation (CCT-SimCrack) based on contrastive learning and cross pseudo supervision (CPS).

Framework structure

半监督

Segmentation network

See another work done by the author https://github.com/ChaoXiang661/DTrC-Net

Training

image

Results

fig10

Reference

"Semi-supervised learning framework for crack segmentation based on contrastive learning and cross pseudo supervision" Measurement, May 2023, Chao Xiang, Vincent J.L. Gan, Jingjing Guo, Lu Deng

About

We present a novel semi-supervised framework for crack segmentation (CCT-SimCrack) based on contrastive learning and cross pseudo supervision (CPS).


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Language:Python 100.0%