{"id":20377571,"url":"https://github.com/reshalfahsi/msgnet","last_synced_at":"2026-05-19T09:05:11.553Z","repository":{"id":215406790,"uuid":"738838433","full_name":"reshalfahsi/MSGNet","owner":"reshalfahsi","description":"Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation","archived":false,"fork":false,"pushed_at":"2024-01-04T12:01:09.000Z","size":465,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-01-15T07:14:42.779Z","etag":null,"topics":["biomedical-engineering","biomedical-image-analysis","biomedical-image-processing","image-segmentation","medical-image-segmentation","pytorch"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/reshalfahsi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-01-04T06:54:06.000Z","updated_at":"2024-09-07T07:50:47.000Z","dependencies_parsed_at":null,"dependency_job_id":"1eb952ee-5a9f-4e29-b38c-6d2707f8f720","html_url":"https://github.com/reshalfahsi/MSGNet","commit_stats":null,"previous_names":["reshalfahsi/msgnet"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/reshalfahsi%2FMSGNet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/reshalfahsi%2FMSGNet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/reshalfahsi%2FMSGNet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/reshalfahsi%2FMSGNet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/reshalfahsi","download_url":"https://codeload.github.com/reshalfahsi/MSGNet/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241928532,"owners_count":20043821,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["biomedical-engineering","biomedical-image-analysis","biomedical-image-processing","image-segmentation","medical-image-segmentation","pytorch"],"created_at":"2024-11-15T01:45:38.688Z","updated_at":"2026-05-19T09:05:06.523Z","avatar_url":"https://github.com/reshalfahsi.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MSGNet: Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation\n\nThis is the official implementation of [MSGNet: Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation](https://ieeexplore.ieee.org/abstract/document/10276687), presented at ICITACEE 2023.\n\n### Model\n\n\u003cdiv align=\"center\"\u003e\n\n\u003cimg src=\"https://raw.githubusercontent.com/reshalfahsi/MSGNet/master/assets/msgnet-arch.png\" width=\"800\"\u003e\n\n\u003c/div\u003e\n\n\n## Requirements\n\n```\npip install -r requirements.txt\n```\n\n\n## Citation\n\n### Plain Text\n\n```\nR. D. H. Al-Fahsi, A. Aqthobirrobbany, I. Ardiyanto and H. A. Nugroho, \"MSGNet: Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation,\" 2023 10th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), Semarang, Indonesia, 2023, pp. 94-99, doi: 10.1109/ICITACEE58587.2023.10276687.\n```\n\n### BibTex\n\n```\n@INPROCEEDINGS{10276687,\n  author={Al-Fahsi, Resha Dwika Hefni and Aqthobirrobbany, Aqil and Ardiyanto, Igi and Nugroho, Hanung Adi},\n  booktitle={2023 10th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE)}, \n  title={MSGNet: Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation}, \n  year={2023},\n  volume={},\n  number={},\n  pages={94-99},\n  doi={10.1109/ICITACEE58587.2023.10276687}}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Freshalfahsi%2Fmsgnet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Freshalfahsi%2Fmsgnet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Freshalfahsi%2Fmsgnet/lists"}