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Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers

Home Page: https://twke18.github.io/projects/hsg.html

License: MIT License

Shell 4.05% Python 94.75% MATLAB 1.20%
computer-vision deep-learning hierarchical-segmentation metric-learning semantic-segmentation unsupervised-learning

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hsg's Issues

I have a problem during training

question

I used a GPU card on the server to train with your open source code, and the result was stuck in this training progress. I strictly configured the environment you gave, using pytorch==1.12, python==3.7.9, may I ask you What are your thoughts on this issue?

There is a missing file issue

Hi author, the following error occurs when executing the train.sh file for the cityscapes dataset:
image

The gtFineInstId file is mentioned in the datasets/cityscapes/val.txt file (shown below), but it is not present in the Cityscapes dataset constructed according to your request, how can this be resolved?
image

Do you know how to train the original Segsort to compare?

Hello! Thanks for your job.

I would like to know how to train the original Segsort to compare with your method. Because the original source code of Segsort was basing on Tensorflow, did you reproduced the Segsort on Pytorch for comparsion?

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