{"id":18421765,"url":"https://github.com/xiaohaoo/neuralnetworkdeployment","last_synced_at":"2025-04-13T12:09:05.453Z","repository":{"id":158993648,"uuid":"634358788","full_name":"xiaohaoo/NeuralNetworkDeployment","owner":"xiaohaoo","description":"生产环境中深度学习模型的部署","archived":false,"fork":false,"pushed_at":"2023-04-29T21:35:39.000Z","size":15,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-13T12:09:00.487Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"C++","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/xiaohaoo.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,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-04-29T21:26:48.000Z","updated_at":"2023-04-29T21:29:19.000Z","dependencies_parsed_at":null,"dependency_job_id":"b2a9bd56-48c3-48c1-9b0c-0bab4617ba31","html_url":"https://github.com/xiaohaoo/NeuralNetworkDeployment","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/xiaohaoo%2FNeuralNetworkDeployment","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohaoo%2FNeuralNetworkDeployment/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohaoo%2FNeuralNetworkDeployment/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/xiaohaoo%2FNeuralNetworkDeployment/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/xiaohaoo","download_url":"https://codeload.github.com/xiaohaoo/NeuralNetworkDeployment/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248710433,"owners_count":21149190,"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":[],"created_at":"2024-11-06T04:26:46.672Z","updated_at":"2025-04-13T12:09:05.415Z","avatar_url":"https://github.com/xiaohaoo.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"# NeuralNetworkDeployment\n\n本项目主要用来探索工业级（区别于学界只用Python构建Idea即可）深度学习模型的部署，为了追求卓越的性能，使用C/C++语言构建。支持Mac、Linux、Windows系统。\n\n## 实施方案\n\n目前，主要探索的方案有两个：\n\n- [x] ONNX Runtime + OpenCV\n- [ ] Torch + OpenCV\n\n由于TensorFlow API过于混乱以及未向下兼容，暂不考虑部署使用。\n\n## 安装与使用\n\n使用cmake构建，请检查系统中是否正确安装cmake。\n\n```shell\nmkdir build\ncd build\ncmake ..\nmake\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxiaohaoo%2Fneuralnetworkdeployment","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fxiaohaoo%2Fneuralnetworkdeployment","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fxiaohaoo%2Fneuralnetworkdeployment/lists"}