{"id":15936099,"url":"https://github.com/plwai/som_surface_reconstruction","last_synced_at":"2025-06-15T00:07:02.235Z","repository":{"id":94298967,"uuid":"94297426","full_name":"plwai/SOM_Surface_Reconstruction","owner":"plwai","description":"GPUMLib Submodule","archived":false,"fork":false,"pushed_at":"2017-09-10T03:42:32.000Z","size":52,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-15T03:43:12.117Z","etag":null,"topics":["machine-learning","parallel-processing","pcl-viewer","self-organizing-map","surface-reconstruction"],"latest_commit_sha":null,"homepage":"http://gpumlib.sourceforge.net/","language":"C++","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/plwai.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":"2017-06-14T06:29:54.000Z","updated_at":"2025-04-07T09:23:09.000Z","dependencies_parsed_at":"2023-05-02T04:03:24.956Z","dependency_job_id":null,"html_url":"https://github.com/plwai/SOM_Surface_Reconstruction","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/plwai/SOM_Surface_Reconstruction","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/plwai%2FSOM_Surface_Reconstruction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/plwai%2FSOM_Surface_Reconstruction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/plwai%2FSOM_Surface_Reconstruction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/plwai%2FSOM_Surface_Reconstruction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/plwai","download_url":"https://codeload.github.com/plwai/SOM_Surface_Reconstruction/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/plwai%2FSOM_Surface_Reconstruction/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259901382,"owners_count":22929224,"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":["machine-learning","parallel-processing","pcl-viewer","self-organizing-map","surface-reconstruction"],"created_at":"2024-10-07T04:03:52.311Z","updated_at":"2025-06-15T00:07:02.148Z","avatar_url":"https://github.com/plwai.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# SOM Surface Reconstruction\r\n## What is SOM Surface Reconstruction\r\n\r\nSOM Surface Reconstruction is a developing SOM surface reconstruction extension in GPUMLib.\r\n\r\n## Installation\r\n\r\n### Dependencies\r\n\r\n- [QT](https://www.qt.io/download/)\r\n- [CUDA](https://developer.nvidia.com/cuda-downloads)\r\n- [CMake 3.6.0+](https://cmake.org/download/)\r\n- [GPUMLib](http://gpumlib.sourceforge.net/)\r\n- .Net Compiler\r\n\r\n### Optional Dependencies (For PCL Viewer)\r\n\r\n- [PCL 1.8 for visual studio 2013](http://unanancyowen.com/en/pcl18/)\r\n\r\n### Steps\r\n\r\n1. Copy SOM Surface Reconstruction source code into GPUMLib src files\r\n2. Replace the CMakeList.txt at the previous folder. (../src)\r\n3. Configure the code with the generator config \"Visual Studio 12 2013\" by using CMake 3.6.0+\r\n4. (Optional) Tick PCL Viewer for enabling surface viewer compilation\r\n5. Generate the code\r\n6. Compile the code by using x64 architecture\r\n7. Run the program\r\n\r\n### Technical Information\r\n\r\nVisit [wiki page](https://github.com/plwai/SOM_Surface_Reconstruction/wiki) for more technical information\r\n\r\n## Report an issue\r\n\r\nWelcome to report any bug or issue [here](https://github.com/plwai/SOM_Surface_Reconstruction/issues)\r\n\r\n## License\r\n\r\nGPUMLib is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. \r\n\r\nThis program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see \u003chttp://www.gnu.org/licenses/\u003e.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fplwai%2Fsom_surface_reconstruction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fplwai%2Fsom_surface_reconstruction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fplwai%2Fsom_surface_reconstruction/lists"}