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 6 days ago)

Stargazers 130 (4 this week)

Watchers 2 (0 this week)

Forks 21

License apache-2.0

Ranking

RepositoryStats indexes 584,353 repositories, of these zh320/realtime-semantic-segmentation-pytorch is ranked #242,766 (58th percentile) for total stargazers, and #478,709 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #44,266/116,326.

zh320/realtime-semantic-segmentation-pytorch is also tagged with popular topics, for these it's ranked: pytorch (#3,111/5948), real-time (#318/563), semantic-segmentation (#252/512), knowledge-distillation (#64/157)

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 (10 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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The only known language in this repository is Python

updated: 2024-11-19 @ 01:12pm, id: 644905139 / R_kgDOJnB4sw