{"id":15717443,"url":"https://github.com/sowson/darknet","last_synced_at":"2025-04-12T23:43:10.072Z","repository":{"id":37271354,"uuid":"142385359","full_name":"sowson/darknet","owner":"sowson","description":"Darknet on OpenCL Convolutional Neural Networks on OpenCL on Intel \u0026 NVidia \u0026 AMD \u0026 Mali GPUs for macOS \u0026 GNU/Linux \u0026 Windows \u0026 FreeBSD","archived":false,"fork":false,"pushed_at":"2025-04-02T23:35:54.000Z","size":33649,"stargazers_count":192,"open_issues_count":0,"forks_count":33,"subscribers_count":17,"default_branch":"master","last_synced_at":"2025-04-12T23:43:02.405Z","etag":null,"topics":["amd","c","cpu","darknet","freebsd","gpu","intel","linux","macos","macosx","nvidia","opencl","windows"],"latest_commit_sha":null,"homepage":"http://pjreddie.com/darknet/","language":"C","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sowson.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":"2018-07-26T03:45:14.000Z","updated_at":"2025-04-06T20:44:11.000Z","dependencies_parsed_at":"2025-01-10T07:16:03.830Z","dependency_job_id":null,"html_url":"https://github.com/sowson/darknet","commit_stats":{"total_commits":435,"total_committers":14,"mean_commits":"31.071428571428573","dds":"0.11264367816091958","last_synced_commit":"aa44a7c1ffde24d2d54e894a3af3f47074b76130"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sowson%2Fdarknet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sowson%2Fdarknet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sowson%2Fdarknet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sowson%2Fdarknet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sowson","download_url":"https://codeload.github.com/sowson/darknet/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248647256,"owners_count":21139081,"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":["amd","c","cpu","darknet","freebsd","gpu","intel","linux","macos","macosx","nvidia","opencl","windows"],"created_at":"2024-10-03T21:50:06.680Z","updated_at":"2025-04-12T23:43:10.051Z","avatar_url":"https://github.com/sowson.png","language":"C","readme":"# Project Status: Work in progress!\n- Many ideas I used and focused on https://iChess.io Chess and Chess960 Gameplay! Not yet fully Integrated! :D.\n\n# iChess.io v7.27 Engine and AI/ML\n- UCI engine to use build as fallows:\nmkdir build \u0026\u0026 cd build \u0026\u0026 cmake -DDARKNET_ENG_CHESS=1 .. \u0026\u0026 make \u0026\u0026 cp darknet /your/engine/path\n- in the engine path you have to put chess.cfg and chess.weights in the Linux or macOS may use RAMDisk.\n- Linux: sudo mount -t tmpfs -o rw,size=4096M tmpfs /your/disk.ram/\n- macOS: diskutil erasevolume HFS+ \"/your/disk.ram\" `hdiutil attach -nomount ram://8388608`\nUsing RAM disk in general is good to safe your HDD or SDD with often transactions :D.\n\n# Dependencies:\n- json (https://github.com/nlohmann/json) \n- libchess (https://github.com/sowson/libchess)\n\n# Build on macOS or Ubuntu 20.04\n\nStep by step in command prompt guide: https://iblog.isowa.io/2018/05/26/darknet-training\n\n# Build on Windows 10 or 11 x64\n\nStep by step experimental guide: https://iblog.isowa.io/2021/11/20/darknet-on-opencl-on-windows-11-x64\n\n# Take a look 4 x GPUs on macOS (click to see video)\n\n[![4 x AMD Radeon RX 6900 XT on macOS 11.5.2](https://iblog.isowa.io/wp-content/uploads/2021/08/moria-scaled.jpeg)](https://www.youtube.com/watch?v=W6VOLjgwKNI)\n\n# CLBlast instead of clBLAS for GEMM\n\ngit apply patches/clblast.patch\n\n# Darknet-vNext (Improved CUDA DarkNet)\n\n[DarkNet-vNext Link](https://github.com/sowson/darknet-vNext) If you are looking for engine that has all the same functions, but it is FASTER!\n\n# OpenCV 4\n\nThis engine runs on OpenCV v4! But, OpenCV v3 is also fine!\n\n# YOLO4 on OpenCL\n\nYOLO4 elements are supported, remember in CFG file to use [yolo4] instead of [yolo] to make it work!\n\n# YOLO1, YOLO2, YOLO3 on OpenCL\n\n[![OpenCL YOLO2 Training Multi-GPU-SET](https://iblog.isowa.io/wp-content/uploads/2020/07/gitbug-img.jpg)](https://www.youtube.com/watch?v=o-PV3vmfP-0)\n\nhttps://iblog.isowa.io/2020/07/02/the-multi-gpu-set-idea\n\n[![OpenCL YOLO2 Training Result](https://iblog.isowa.io/wp-content/uploads/2020/06/gitbug-image.jpg)](https://www.youtube.com/watch?v=_dNYNYHXHHo)\n\nhttps://iblog.isowa.io/2020/06/22/gpu-opencl-fine-tuning-problem-solution\n\nhttps://iblog.isowa.io/2020/05/31/ph-d-hanna-hackintosh-is-ready\n\n[![PhD Progress from May 27th 2020 Update Keynote](https://iblog.isowa.io/wp-content/uploads/2020/05/gitbug-image.jpg)](https://www.youtube.com/watch?v=qfCWYVnJrjQ)\n\nhttps://iblog.isowa.io/2020/04/29/darknet-in-opencl-on-beagleboard-ai\n\n[![PhD Progress from March 8th 2020 Update Keynote](https://iblog.isowa.io/wp-content/uploads/2020/03/gitbug-image.jpg)](https://www.youtube.com/watch?v=exuPfFtbwgU)\n\nhttps://iblog.isowa.io/2020/03/03/is-opencl-beats-cuda\n\nhttps://iblog.isowa.io/2020/03/02/hania-pc-well-it-needs-macos\n\nhttps://iblog.isowa.io/2020/02/08/pc-for-phd-studies\n\nhttps://iblog.isowa.io/2020/01/04/gpu-opencl-fine-tuning-problem\n\nhttps://iblog.isowa.io/2019/12/29/darknet-cuda-vs-opencl-and-cpu-vs-nvidia-vs-amd\n\nhttps://iblog.isowa.io/2019/11/05/gpu-computing-on-opencl\n\nhttps://iblog.isowa.io/2019/08/18/the-fastest-darknet-in-opencl-on-the-planet\n\nhttps://iblog.isowa.io/2019/02/02/darknet-in-opencl-on-asus-thinker-board-s\n\n[![DarkNet Training](https://img.youtube.com/vi/Mxw7XkFBFPc/0.jpg)](https://www.youtube.com/watch?v=Mxw7XkFBFPc)\n\nhttps://iblog.isowa.io/2018/08/01/darknet-in-opencl\n\nhttps://iblog.isowa.io/2018/05/26/darknet-training \n\nThanks!\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsowson%2Fdarknet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsowson%2Fdarknet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsowson%2Fdarknet/lists"}