GitHub - zsef123/Connected_components_PyTorch: A PyTorch implementation of Connected Components Labeling

A PyTorch implementation of Connected Components Labeling

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Folders and files

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
cc_torch		cc_torch
tests		tests
.gitignore		.gitignore
LICENSE		LICENSE
example.ipynb		example.ipynb
readme.md		readme.md
requirements.txt		requirements.txt
setup.py		setup.py

References

YACCLAB : Yet Another Connected Components Labeling Benchmark
Allegretti, Stefano; Bolelli, Federico; Grana, Costantino "Optimized Block-Based Algorithms to Label Connected Components on GPUs." IEEE Transactions on Parallel and Distributed Systems, 2019. BibTex.

Follwing Block-based Union Find Algorithm from YACCLAB.

> python3 setup.py install

> python3 setup.py test

A PyTorch implementation of Connected Components Labeling

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