{"id":13785245,"url":"https://github.com/Bobholamovic/ESCNet","last_synced_at":"2025-05-11T20:32:52.194Z","repository":{"id":55011445,"uuid":"329902248","full_name":"Bobholamovic/ESCNet","owner":"Bobholamovic","description":"ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images","archived":false,"fork":false,"pushed_at":"2021-07-07T08:07:31.000Z","size":18902,"stargazers_count":51,"open_issues_count":1,"forks_count":8,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-04T06:32:19.300Z","etag":null,"topics":["change-detection","convolutional-neural-networks","deep-learning","pytorch","remote-sensing"],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Bobholamovic.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-01-15T12:10:53.000Z","updated_at":"2025-03-22T07:42:43.000Z","dependencies_parsed_at":"2022-08-14T09:00:53.937Z","dependency_job_id":null,"html_url":"https://github.com/Bobholamovic/ESCNet","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bobholamovic%2FESCNet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bobholamovic%2FESCNet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bobholamovic%2FESCNet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bobholamovic%2FESCNet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Bobholamovic","download_url":"https://codeload.github.com/Bobholamovic/ESCNet/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253632324,"owners_count":21939374,"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":["change-detection","convolutional-neural-networks","deep-learning","pytorch","remote-sensing"],"created_at":"2024-08-03T19:00:58.437Z","updated_at":"2025-05-11T20:32:47.897Z","avatar_url":"https://github.com/Bobholamovic.png","language":"C++","funding_links":[],"categories":["Multispectral"],"sub_categories":["Deep Learning"],"readme":"# ESCNet\nThis repo is an official implementation of [\"ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images.\"](https://ieeexplore.ieee.org/document/9474911)\n\n## Dependencies\n\n\u003e pytorch==1.3.1  \n  scipy==1.3.1  \n  scikit-image==0.15.0  \n\nTested using Python 3.7.4 on Ubuntu 16.04. nvcc version was 9.2.148.\n\n## How-To\n```bash\ncd lib\n. install.sh\ncd ..\npython demo.py\n```\n\n## Citation\nIf you find this work interesting in your research, please cite:\n```\n@ARTICLE{9474911,  \n  author={Zhang, Hongyan and Lin, Manhui and Yang, Guangyi and Zhang, Liangpei},  \n  journal={IEEE Transactions on Neural Networks and Learning Systems},  \n  title={ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images},  \n  year={2021},  \n  volume={},  \n  number={},  \n  pages={1-15},  \n  doi={10.1109/TNNLS.2021.3089332}\n} \n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FBobholamovic%2FESCNet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FBobholamovic%2FESCNet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FBobholamovic%2FESCNet/lists"}