{"id":13643887,"url":"https://github.com/kadirnar/yolov5-strongsort","last_synced_at":"2025-04-13T08:43:40.176Z","repository":{"id":43833991,"uuid":"457107512","full_name":"kadirnar/yolov5-strongsort","owner":"kadirnar","description":"Minimal PyTorch implementation of YOLOv5 and StrongSort","archived":false,"fork":false,"pushed_at":"2022-09-13T20:06:08.000Z","size":38406,"stargazers_count":67,"open_issues_count":0,"forks_count":15,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-27T00:22:35.954Z","etag":null,"topics":["artificial-intelligence","computer-vision","deep-learning","deep-sort","object-detection","object-tracker","pytorch","strongsort"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kadirnar.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":"2022-02-08T21:19:50.000Z","updated_at":"2025-03-13T19:06:07.000Z","dependencies_parsed_at":"2023-01-18T06:30:23.629Z","dependency_job_id":null,"html_url":"https://github.com/kadirnar/yolov5-strongsort","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/kadirnar%2Fyolov5-strongsort","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kadirnar%2Fyolov5-strongsort/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kadirnar%2Fyolov5-strongsort/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kadirnar%2Fyolov5-strongsort/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kadirnar","download_url":"https://codeload.github.com/kadirnar/yolov5-strongsort/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248687705,"owners_count":21145755,"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":["artificial-intelligence","computer-vision","deep-learning","deep-sort","object-detection","object-tracker","pytorch","strongsort"],"created_at":"2024-08-02T01:01:54.296Z","updated_at":"2025-04-13T08:43:40.135Z","avatar_url":"https://github.com/kadirnar.png","language":"Python","funding_links":[],"categories":["Object Detection Applications"],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\u003ch1\u003e\n  Yolov5-StrongSort: YOLOv5-Pip + StrongSort\n\u003c/h1\u003e\n\n\u003ch4\u003e\n    \u003cimg width=\"700\" alt=\"teaser\" src=\"doc/uav.gif\"\u003e\n\u003c/h4\u003e\n\u003c/div\u003e\n\n## \u003cdiv align=\"center\"\u003eOverview\u003c/div\u003e\n\nThis repo is a shortened version of yolov5 codes and added StrongSort algorithm.\n\n### Installation\n\n```\ngit clone https://github.com/kadirnar/yolov5-strongsort\ncd yolov5-strongsort\npip install -r requirements.txt\n```\n\n### Yolov5 Model + StrongSort Prediction\n\n```\npython yolo_tracker.py --video_path test.mp4 --model_path yolov5m.pt --device cuda:0 --confidence_threshold 0.5 --image_size 640 --config_path osnet_x0_25_market1501.pt\n```\n\n## Citations\n```bibtex\n@article{du2022strongsort,\n  title={Strongsort: Make deepsort great again},\n  author={Du, Yunhao and Song, Yang and Yang, Bo and Zhao, Yanyun},\n  journal={arXiv preprint arXiv:2202.13514},\n  year={2022}\n}\n```\n\n### Reference:\n - [Yolov5-Pip](https://github.com/fcakyon/yolov5-pip)\n - [Strongsort](https://github.com/dyhBUPT/StrongSORT)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkadirnar%2Fyolov5-strongsort","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkadirnar%2Fyolov5-strongsort","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkadirnar%2Fyolov5-strongsort/lists"}