{"id":16271068,"url":"https://github.com/b4rtaz/nnet-distributed-conv-net","last_synced_at":"2025-07-12T11:07:51.686Z","repository":{"id":110508614,"uuid":"163677711","full_name":"b4rtaz/nnet-distributed-conv-net","owner":"b4rtaz","description":"Distributed convolutional neural network.","archived":false,"fork":false,"pushed_at":"2019-01-02T08:57:40.000Z","size":3716,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-07-12T11:07:48.573Z","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":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/b4rtaz.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":"2018-12-31T15:08:12.000Z","updated_at":"2024-09-02T10:52:03.000Z","dependencies_parsed_at":"2024-01-12T13:19:12.721Z","dependency_job_id":null,"html_url":"https://github.com/b4rtaz/nnet-distributed-conv-net","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/b4rtaz/nnet-distributed-conv-net","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/b4rtaz%2Fnnet-distributed-conv-net","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/b4rtaz%2Fnnet-distributed-conv-net/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/b4rtaz%2Fnnet-distributed-conv-net/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/b4rtaz%2Fnnet-distributed-conv-net/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/b4rtaz","download_url":"https://codeload.github.com/b4rtaz/nnet-distributed-conv-net/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/b4rtaz%2Fnnet-distributed-conv-net/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264979791,"owners_count":23692497,"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":"2024-10-10T18:12:20.994Z","updated_at":"2025-07-12T11:07:51.662Z","avatar_url":"https://github.com/b4rtaz.png","language":"C++","funding_links":[],"categories":[],"sub_categories":[],"readme":"This is working proof of concept for the distributed convolutional neural network. The project based on [YOLO v2](https://pjreddie.com/darknet/yolov2/) but it uses only CPU.\n\nYou need Windows and Visual Studio to compile it.\n\n![nNet](screen.png)\n\n# How run nNet\n\n1. Clone this repo.\n2. Download Yolo2 weights from [pjreddie.com](https://pjreddie.com/media/files/yolov2.weights) to `data` folder.\n3. Build `nnet/nnet.sln` and `nnet.mjpeg/nNet.mjpeg.sln` in **release mode**.\n4. Run two workers: \n`run_distributed_worker_1_yolov2.cmd` \n`run_distributed_worker_2_yolov2.cmd`\n5. Run a detector: \n`run_distributed_detector_yolov2.cmd`\n6. Run a client: \n`run_mjpge.cmd`\n7. Put a URL to working MJPG stream (e.g. `http://50.73.9.194:80/mjpg/video.mjpg`) and press **Start**.\n\n# How it works?\n\n![How it works](howitworks.png)\n\nSoon.\n\n## License\n\nnNet is open-sourced software licensed under the [MIT license](http://opensource.org/licenses/MIT).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fb4rtaz%2Fnnet-distributed-conv-net","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fb4rtaz%2Fnnet-distributed-conv-net","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fb4rtaz%2Fnnet-distributed-conv-net/lists"}