{"id":13642275,"url":"https://github.com/CarlAreDHopen-eaton/YoloObjectDetection","last_synced_at":"2025-04-20T16:31:18.622Z","repository":{"id":43343901,"uuid":"511099966","full_name":"CarlAreDHopen-eaton/YoloObjectDetection","owner":"CarlAreDHopen-eaton","description":"Yolo Object Detection Application for RTSP streams","archived":false,"fork":false,"pushed_at":"2022-10-17T22:29:00.000Z","size":39,"stargazers_count":4,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-08-03T01:26:00.239Z","etag":null,"topics":["dotnet","mldotnet","onnx","opencv","rtsp","yolo"],"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/CarlAreDHopen-eaton.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":"2022-07-06T10:57:45.000Z","updated_at":"2024-06-04T10:19:05.000Z","dependencies_parsed_at":"2023-01-20T07:31:43.565Z","dependency_job_id":null,"html_url":"https://github.com/CarlAreDHopen-eaton/YoloObjectDetection","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/CarlAreDHopen-eaton%2FYoloObjectDetection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CarlAreDHopen-eaton%2FYoloObjectDetection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CarlAreDHopen-eaton%2FYoloObjectDetection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CarlAreDHopen-eaton%2FYoloObjectDetection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CarlAreDHopen-eaton","download_url":"https://codeload.github.com/CarlAreDHopen-eaton/YoloObjectDetection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":223832917,"owners_count":17210746,"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":["dotnet","mldotnet","onnx","opencv","rtsp","yolo"],"created_at":"2024-08-02T01:01:29.331Z","updated_at":"2025-04-20T16:31:18.615Z","avatar_url":"https://github.com/CarlAreDHopen-eaton.png","language":"C#","funding_links":[],"categories":["Uncategorized","Other Versions of YOLO"],"sub_categories":["Uncategorized"],"readme":"# Yolo Object Detector\nThis project contains a .NET library and application to detect object in an RTSP video stream using a Yolo model, ML.NET and OpenCV.\nThis is a work in progress. \n\n- The Yolov4 implementation works \n- The YoloV2 implementation in incomplete and does not yet work\n\n![image](https://user-images.githubusercontent.com/14876765/177539687-e8275690-a8a9-4bdc-bb9f-b33aed863cc4.png)\n\n**NOTE**\nDue to file size restrictions here in Github I have not included the ONNX models in the repo.\n\n## Build and run\n- Using VS 2022\n- Clone the repo\n- Download the Yolov4.onnx model\n- Build the solution\n- Copy the model to the build output folder of the application\n- Set the rtsp url including logon credentials as run argument\n- Run the application\n\n# Tasks\n- [ ] Application\n  - [X] Initial app connect to rtsp\n  - [ ] Propper parameter parsing\n  - [ ] Add ui\n- [ ] Library\n  - [ ] Yolo support\n    - [ ] Unify code for algoritms\n    - [ ] Config for object clases \n  - [ ] Yolov4 support\n    - [X] Initial prototype\n  - [ ] TinyYolov2 support\n    - [ ] Initial prototype\n  - [ ] Other Yolo versions TBD\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FCarlAreDHopen-eaton%2FYoloObjectDetection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FCarlAreDHopen-eaton%2FYoloObjectDetection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FCarlAreDHopen-eaton%2FYoloObjectDetection/lists"}