{"id":23692423,"url":"https://github.com/ilei131/gst-plugin-tensorflow","last_synced_at":"2025-10-08T06:41:16.950Z","repository":{"id":269672302,"uuid":"908126426","full_name":"ilei131/gst-plugin-tensorflow","owner":"ilei131","description":"gst-plugin-tensorflow","archived":false,"fork":false,"pushed_at":"2024-12-25T07:58:03.000Z","size":24430,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-29T10:00:55.024Z","etag":null,"topics":["gstreamer","plugin","tensorflow"],"latest_commit_sha":null,"homepage":"","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/ilei131.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":"2024-12-25T07:50:06.000Z","updated_at":"2024-12-25T08:08:39.000Z","dependencies_parsed_at":"2024-12-25T08:44:02.414Z","dependency_job_id":null,"html_url":"https://github.com/ilei131/gst-plugin-tensorflow","commit_stats":null,"previous_names":["ilei131/gst-plugin-tensorflow"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ilei131/gst-plugin-tensorflow","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilei131%2Fgst-plugin-tensorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilei131%2Fgst-plugin-tensorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilei131%2Fgst-plugin-tensorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilei131%2Fgst-plugin-tensorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ilei131","download_url":"https://codeload.github.com/ilei131/gst-plugin-tensorflow/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ilei131%2Fgst-plugin-tensorflow/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278903018,"owners_count":26065786,"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","status":"online","status_checked_at":"2025-10-08T02:00:06.501Z","response_time":56,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["gstreamer","plugin","tensorflow"],"created_at":"2024-12-30T03:27:47.879Z","updated_at":"2025-10-08T06:41:16.908Z","avatar_url":"https://github.com/ilei131.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"最近有个调研性需求，在媒体服务器测引入机器学习相关模型进行降噪处理。为此编写了一个Gstreamer插件用于降噪测试，采用开源模型，降噪效果不错，但是资源占用率较高，后续如果采用服务侧降噪需要进一步进行轻量化处理。\n有编写Gstreamer插件需求的同学可以参考。完整代码：[https://github.com/ilei131/gst-plugin-tensorflow](https://github.com/ilei131/gst-plugin-tensorflow)\n\n\u003c!--more--\u003e\n## 编译环境：\nUbuntu22.04（Windows10 Hyper-V虚拟机）\n## 安装GStreamer插件和编译工具：\n```\nsudo apt install -y gstreamer1.0-tools gstreamer1.0-plugins-base gstreamer1.0-plugins-good gstreamer1.0-plugins-bad gstreamer1.0-plugins-ugly\nsudo apt install -y libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev build-essential\n```\n## 安装libtensorflowlite依赖\n拷贝tflite-dist/include下的内容到/usr/local/include\n拷贝tflite-dist/libs/linux_x64的内容到/usr/local/lib\n更新系统库：\n```\nsudo ldconfig\n```\n## 编译插件：\n编译前请按需修改filter.cpp文件中模型的加载路径，改为实际路径，然后执行：\n```\nmake\n```\n## 拷贝插件：\n```\ncp libgstaudiodenoise.so /usr/lib/x86_64-linux-gnu/gstreamer-1.0/libgstaudiodenoise.so\n```\n## 测试命令：\n```\ngst-launch-1.0 filesrc location=source.pcm ! audiodenoise ! filesink location=target.pcm\n```\n\n\n项目使用的开源模型为:\n\u003e [https://github.com/FragrantRookie/Realtime_Skip_Dpcrn_Tflite_Denoise](https://github.com/FragrantRookie/Realtime_Skip_Dpcrn_Tflite_Denoise)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Filei131%2Fgst-plugin-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Filei131%2Fgst-plugin-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Filei131%2Fgst-plugin-tensorflow/lists"}