{"id":19349376,"url":"https://github.com/koldim2001/sort-deepsort-tracker","last_synced_at":"2025-04-13T02:36:17.199Z","repository":{"id":204196701,"uuid":"711290452","full_name":"Koldim2001/SORT-DeepSORT-Tracker","owner":"Koldim2001","description":"Реализация базовых алгоритмов SORT и DeepSORT для задачи трекинга (MOT) в компьютерном зрении","archived":false,"fork":false,"pushed_at":"2024-02-21T08:00:36.000Z","size":10206,"stargazers_count":19,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-03-26T20:05:28.147Z","etag":null,"topics":["bytetrack","deep-sort","multiple-object-tracking","sort","tracking"],"latest_commit_sha":null,"homepage":"https://www.youtube.com/watch?v=Y9CBkdhGwqI","language":"Python","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/Koldim2001.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":"2023-10-28T19:32:15.000Z","updated_at":"2025-03-02T18:19:50.000Z","dependencies_parsed_at":null,"dependency_job_id":"9afcf940-e10f-49a7-a9da-b589b2f20ef6","html_url":"https://github.com/Koldim2001/SORT-DeepSORT-Tracker","commit_stats":null,"previous_names":["koldim2001/sort-deepsort-tracker"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Koldim2001%2FSORT-DeepSORT-Tracker","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Koldim2001%2FSORT-DeepSORT-Tracker/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Koldim2001%2FSORT-DeepSORT-Tracker/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Koldim2001%2FSORT-DeepSORT-Tracker/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Koldim2001","download_url":"https://codeload.github.com/Koldim2001/SORT-DeepSORT-Tracker/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248657852,"owners_count":21140843,"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":["bytetrack","deep-sort","multiple-object-tracking","sort","tracking"],"created_at":"2024-11-10T04:26:01.059Z","updated_at":"2025-04-13T02:36:17.179Z","avatar_url":"https://github.com/Koldim2001.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# РЕАЛИЗАЦИЯ ТРЕКИНГА (SORT и DeepSORT)\n\n\n## __УСТАНОВКА:__\nНеобходимо иметь установленный python 3 любой версии. \\\nДанные команды требуется запускать последовательно в терминале:\n1. Склонируйте к себе этот репозиторий \n```\ngit clone https://github.com/Koldim2001/SORT-DeepSORT-Tracker.git\n```\n2. Перейдите с помощью команды cd в созданную папку SORT-DeepSORT-Tracker\n```\ncd SORT-DeepSORT-Tracker\n```\n3. Загрузите все необходимые библиотеки: \n```\npip install -r requirements.txt\n```\nPS: Лучше torch ставить сразу с поддержкой gpu __если она имеется__: \n```\npip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121\n```\n4. Запустите ноутбук [main_tracker_check.ipynb](https://github.com/Koldim2001/SORT-DeepSORT-Tracker/blob/main/main_tracker_check.ipynb), в котором примеры трекинга\n\n\u003cbr/\u003e\n\n---\n\n## Webinar/Tutorial\nИмеется подробный туториал по работе с данным репозиторием, в котором рассказаны основные теоретические и практические моменты по работе с MOT (Multiple Object Tracking)\\\nДоступен по клику на иконку:\\\n[![webinar video](https://i.ytimg.com/vi/Y9CBkdhGwqI/hqdefault.jpg?sqp=-oaymwEcCNACELwBSFXyq4qpAw4IARUAAIhCGAFwAcABBg==\u0026rs=AOn4CLAfkTYExZ1EY14PZUplrzdi0FaGLg)](https://www.youtube.com/watch?v=Y9CBkdhGwqI\u0026t=4647s)\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoldim2001%2Fsort-deepsort-tracker","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkoldim2001%2Fsort-deepsort-tracker","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkoldim2001%2Fsort-deepsort-tracker/lists"}