zh320 / realtime-semantic-segmentation-pytorch

PyTorch implementation of over 30 realtime semantic segmentations models, e.g. BiSeNetv1, BiSeNetv2, CGNet, ContextNet, DABNet, DDRNet, EDANet, ENet, ERFNet, ESPNet, ESPNetv2, FastSCNN, ICNet, LEDNet, LinkNet, PP-LiteSeg, SegNet, ShelfNet, STDC, SwiftNet, and support knowledge distillation, distributed training, Optuna etc.

Date Created 2023-05-24 (about a year ago)

Commits 81 (last one about a month ago)

Stargazers 143 (2 this week)

Watchers 2 (0 this week)

Forks 22

License apache-2.0

Ranking

RepositoryStats indexes 595,890 repositories, of these zh320/realtime-semantic-segmentation-pytorch is ranked #229,821 (61st percentile) for total stargazers, and #485,237 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #41,915/119,419.

zh320/realtime-semantic-segmentation-pytorch is also tagged with popular topics, for these it's ranked: pytorch (#2,979/6025), real-time (#311/579), semantic-segmentation (#238/521), knowledge-distillation (#61/159)

Other Information

zh320/realtime-semantic-segmentation-pytorch has 1 open pull request on Github, 1 pull request has been merged over the lifetime of the repository.

Github issues are enabled, there are 4 open issues and 13 closed issues.

There have been 3 releases, the latest one was published on 2024-01-22 (11 months ago) with the name release 1.2.

All Topics

enet optuna pytorch real-time cityscapes distributed-training semantic-segmentation knowledge-distillation

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81 commits on the default branch (main) since jan '22

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Languages

The only known language in this repository is Python

updated: 2024-12-20 @ 10:10am, id: 644905139 / R_kgDOJnB4sw