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open-mmlab / mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark
https://mmselfsup.readthedocs.io/en/latest/
Apache License 2.0
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Semi supervised segmentation #300

Closed shengyi4 closed 2 years ago

shengyi4 commented 2 years ago

Can this approach be used in semi-supervised image segmentation, such as deeplabv3, segformer, and so on? Thanks!

MengzhangLI commented 2 years ago

I think it can't support because MMSelfSup is designed for upstream self-supervised learning and semi-supervised semantic segmentation usually focuses on partial images with labels and the other without labels, where most algorithms are proposed on relation between fully supervised part and self supervised part.