{"id":15629785,"url":"https://github.com/rizwanmunawar/yolov8-object-tracking","last_synced_at":"2025-05-16T14:04:57.189Z","repository":{"id":65242026,"uuid":"587483787","full_name":"RizwanMunawar/yolov8-object-tracking","owner":"RizwanMunawar","description":"YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics","archived":false,"fork":false,"pushed_at":"2025-04-19T11:27:52.000Z","size":924,"stargazers_count":319,"open_issues_count":9,"forks_count":60,"subscribers_count":9,"default_branch":"main","last_synced_at":"2025-04-19T15:57:25.981Z","etag":null,"topics":["computer-vision","deep-learning","object-detection","object-tracking","yolov8"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"agpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/RizwanMunawar.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,"zenodo":null}},"created_at":"2023-01-10T21:22:44.000Z","updated_at":"2025-04-19T11:27:55.000Z","dependencies_parsed_at":"2024-01-14T06:53:37.548Z","dependency_job_id":"ff9c2c60-034e-428c-aa4f-003b5c0314c4","html_url":"https://github.com/RizwanMunawar/yolov8-object-tracking","commit_stats":{"total_commits":30,"total_committers":2,"mean_commits":15.0,"dds":0.09999999999999998,"last_synced_commit":"afca119fd9c05130b2424ebeb78ff9cf83321113"},"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RizwanMunawar%2Fyolov8-object-tracking","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RizwanMunawar%2Fyolov8-object-tracking/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RizwanMunawar%2Fyolov8-object-tracking/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RizwanMunawar%2Fyolov8-object-tracking/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RizwanMunawar","download_url":"https://codeload.github.com/RizwanMunawar/yolov8-object-tracking/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":254544146,"owners_count":22088807,"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":["computer-vision","deep-learning","object-detection","object-tracking","yolov8"],"created_at":"2024-10-03T10:28:45.519Z","updated_at":"2025-05-16T14:04:57.181Z","avatar_url":"https://github.com/RizwanMunawar.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# yolov8-object-tracking \n\nThis is compatible only with `ultralytics==8.0.0`. However, I highly recommend using the latest version of the Ultralytics package and referring to the official Ultralytics codebase here: [GitHub Repository](https://github.com/ultralytics/ultralytics/).\n\n[Train YOLOv8 on Custom Data](https://muhammadrizwanmunawar.medium.com/train-yolov8-on-custom-data-6d28cd348262)\n\n### Steps to run Code\n\n- Clone the repository\n```bash\nhttps://github.com/RizwanMunawar/yolov8-object-tracking.git\n```\n\n- Cd to cloned folder\n\n```bash\ncd yolov8-object-tracking\n```\n\n- Install the ultralytics package\n```bash\npip install ultralytics==8.0.0\n```\n\n- Do Tracking with the mentioned command below\n```bash\n#video file\npython yolo\\v8\\detect\\detect_and_trk.py model=yolov8s.pt source=\"test.mp4\" show=True\n\n#imagefile\npython yolo\\v8\\detect\\detect_and_trk.py model=yolov8m.pt source=\"path to image\"\n\n#Webcam\npython yolo\\v8\\detect\\detect_and_trk.py model=yolov8m.pt source=0 show=True\n\n#External Camera\npython yolo\\v8\\detect\\detect_and_trk.py model=yolov8m.pt source=1 show=True\n```\n\n- Output file will be created in the working-dir/runs/detect/train with original filename\n\n\n### Results\n\u003ctable\u003e\n  \u003ctr\u003e\n    \u003ctd\u003eYOLOv8s Object Tracking\u003c/td\u003e\n    \u003ctd\u003eYOLOv8m Object Tracking\u003c/td\u003e\n  \u003c/tr\u003e\n  \u003ctr\u003e\n    \u003ctd\u003e\u003cimg src=\"https://user-images.githubusercontent.com/62513924/211671576-7d39829a-f8f5-4e25-b30a-530548c11a24.png\"\u003e\u003c/td\u003e\n    \u003ctd\u003e\u003cimg src=\"https://user-images.githubusercontent.com/62513924/211672010-7415ef8b-7941-4545-8434-377d94675299.png\"\u003e\u003c/td\u003e\n  \u003c/tr\u003e\n \u003c/table\u003e\n\n### References\n- https://github.com/ultralytics/ultralytics\n- https://github.com/abewley/sort\n- https://docs.ultralytics.com/\n\n**Some of my articles/research papers | Computer vision awesome resources for learning | How do I appear to the world? 🚀**\n\n[Ultralytics YOLO11: Object Detection and Instance Segmentation🤯](https://muhammadrizwanmunawar.medium.com/ultralytics-yolo11-object-detection-and-instance-segmentation-88ef0239a811) ![Published Date](https://img.shields.io/badge/published_Date-2024--10--27-brightgreen)\n\n[Parking Management using Ultralytics YOLO11](https://muhammadrizwanmunawar.medium.com/parking-management-using-ultralytics-yolo11-fba4c6bc62bc) ![Published Date](https://img.shields.io/badge/published_Date-2024--11--10-brightgreen)\n\n[My 🖐️Computer Vision Hobby Projects that Yielded Earnings](https://muhammadrizwanmunawar.medium.com/my-️computer-vision-hobby-projects-that-yielded-earnings-7923c9b9eead) ![Published Date](https://img.shields.io/badge/published_Date-2023--09--10-brightgreen)\n\n[Best Resources to Learn Computer Vision](https://muhammadrizwanmunawar.medium.com/best-resources-to-learn-computer-vision-311352ed0833) ![Published Date](https://img.shields.io/badge/published_Date-2023--06--30-brightgreen)\n\n[Roadmap for Computer Vision Engineer](https://medium.com/augmented-startups/roadmap-for-computer-vision-engineer-45167b94518c)  ![Published Date](https://img.shields.io/badge/published_Date-2022--08--07-brightgreen)\n\n[How did I spend 2022 in the Computer Vision Field](https://www.linkedin.com/pulse/how-did-i-spend-2022-computer-vision-field-muhammad-rizwan-munawar)![Published Date](https://img.shields.io/badge/published_Date-2022--12--20-brightgreen)\n\n[Domain Feature Mapping with YOLOv7 for Automated Edge-Based Pallet Racking Inspections](https://www.mdpi.com/1424-8220/22/18/6927) ![Published Date](https://img.shields.io/badge/published_Date-2022--09--13-brightgreen)\n\n[Exudate Regeneration for Automated Exudate Detection in Retinal Fundus Images](https://ieeexplore.ieee.org/document/9885192)![Published Date](https://img.shields.io/badge/published_Date-2022--09--12-brightgreen)\n\n[Feature Mapping for Rice Leaf Defect Detection Based on a Custom Convolutional Architecture](https://www.mdpi.com/2304-8158/11/23/3914)![Published Date](https://img.shields.io/badge/published_Date-2022--12--04-brightgreen)\n\n[Yolov5, Yolo-x, Yolo-r, Yolov7 Performance Comparison: A Survey](https://aircconline.com/csit/papers/vol12/csit121602.pdf)  ![Published Date](https://img.shields.io/badge/published_Date-2022--09--24-brightgreen)\n\n[Explainable AI in Drug Sensitivity Prediction on Cancer Cell Lines](https://ieeexplore.ieee.org/document/9922931) ![Published Date](https://img.shields.io/badge/published_Date-2022--09--23-brightgreen)\n\n[Train YOLOv8 on Custom Data](https://medium.com/augmented-startups/train-yolov8-on-custom-data-6d28cd348262)  ![Published Date](https://img.shields.io/badge/published_Date-2022--09--23-brightgreen)\n\n\n**More Information**\n\nFor more details, you can reach out to me on [Medium](https://muhammadrizwanmunawar.medium.com/) or connect with me on [LinkedIn](https://www.linkedin.com/in/muhammadrizwanmunawar/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frizwanmunawar%2Fyolov8-object-tracking","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frizwanmunawar%2Fyolov8-object-tracking","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frizwanmunawar%2Fyolov8-object-tracking/lists"}