{"id":30701241,"url":"https://github.com/artefactory/track-reid","last_synced_at":"2026-06-23T22:32:04.593Z","repository":{"id":304100110,"uuid":"713793808","full_name":"artefactory/track-reid","owner":"artefactory","description":"This Git repository is dedicated to the development of a Python library aimed at correcting the results of tracking algorithms. The primary goal of this library is to reconcile and reassign lost or misidentified IDs, ensuring a consistent and accurate tracking of objects over time. ","archived":false,"fork":false,"pushed_at":"2024-01-04T15:44:41.000Z","size":834,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-06-16T00:23:06.028Z","etag":null,"topics":["vision"],"latest_commit_sha":null,"homepage":"https://artefactory-fr.github.io/track-reid/","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/artefactory.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","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,"zenodo":null}},"created_at":"2023-11-03T08:49:30.000Z","updated_at":"2025-05-20T09:40:12.000Z","dependencies_parsed_at":"2025-07-11T08:36:47.679Z","dependency_job_id":"75fb2a46-658a-414b-8302-29008e6bf00a","html_url":"https://github.com/artefactory/track-reid","commit_stats":null,"previous_names":["artefactory/track-reid"],"tags_count":12,"template":false,"template_full_name":null,"purl":"pkg:github/artefactory/track-reid","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Ftrack-reid","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Ftrack-reid/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Ftrack-reid/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Ftrack-reid/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/artefactory","download_url":"https://codeload.github.com/artefactory/track-reid/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/artefactory%2Ftrack-reid/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34709802,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-23T02:00:07.161Z","response_time":65,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["vision"],"created_at":"2025-09-02T13:19:16.755Z","updated_at":"2026-06-23T22:32:04.578Z","avatar_url":"https://github.com/artefactory.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\n# track-reid\n\n[![CI status](https://github.com/artefactory-fr/track-reid/actions/workflows/ci.yaml/badge.svg)](https://github.com/artefactory-fr/track-reid/actions/workflows/ci.yaml?query=branch%3Amain)\n[![Python Version](https://img.shields.io/badge/python-3.9%20%7C%203.10-blue.svg)]()\n\n[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)\n[![Imports: isort](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat\u0026labelColor=ef8336)](https://pycqa.github.io/isort/)\n[![Linting: ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)\n[![Pre-commit](https://img.shields.io/badge/pre--commit-enabled-informational?logo=pre-commit\u0026logoColor=white)](https://github.com/artefactory-fr/track-reid/blob/main/.pre-commit-config.yaml)\n\u003c/div\u003e\n\nThis Git repository is dedicated to the development of a Python library aimed at correcting the results of tracking algorithms. The primary goal of this library is to reconcile and reassign lost or misidentified IDs, ensuring a consistent and accurate tracking of objects over time.\n\n[See the detailed documentation of this project](https://artefactory-fr.github.io/track-reid/)\n\n## trackreid + bytetrack VS bytetrack\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://storage.googleapis.com/track-reid/assets/demo_with_reid_small.gif\" width=\"400\"/\u003e\u003cbr\u003e\n  \u003cb\u003eBytetrack x yolov8l x trackreid, 4 objects\u003c/b\u003e\n\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://storage.googleapis.com/track-reid/assets/demo_no_reid_small.gif\" width=\"400\"/\u003e\u003cbr\u003e\n  \u003cb\u003eBytetrack x yolov8l, 42 objects\u003c/b\u003e\n\u003c/p\u003e\n\u003cp align=\"center\"\u003e\n    \u003ca href=\"https://artefactory-fr.github.io/track-reid/\"\u003eDemo with better quality can be found here\u003c/a\u003e\n\u003c/p\u003e\n\n\u003cdiv align=\"center\"\u003e\n\n | Model | Time difference | Time per iteration |\n | --- | --- | --- |\n | yolo + bytetrack | -- |  -- | -- |\n | yolo + bytetrack + trackreid | +0.95% | +2e-6 s/it |\n\n\u003c/div\u003e\n\n## Installation\n\nTo install the library, run the following command:\n```bash\npip install git+https://github.com/artefactory-fr/track-reid.git@main\n```\n\nTo install a specific version, run the following command:\n```bash\npip install git+https://github.com/artefactory-fr/track-reid.git@x.y.z\n```\n\n\u003c/div\u003e\n\n\n## Usage\n\nSuppose you have a list of frames, a model and a tracker. You can call the `ReidProcessor` update method on each outputs of your tracker as follow:\n\n```python\nfor frame_id, image_filename in enumerate(available_frames):\n    img = cv2.imread(image_filename)\n    detections = model.predict(img)\n    tracked_objects = tracker.update(detections, frame_id)\n    corrected_tracked_objects = reid_processor.update(tracked_objects, frame_id)\n\n```\n\nAt the end of the for loop, information about the correction can be retrieved using the `ReidProcessor` properties. For instance, the list of tracked object can be accessed using:\n\n```python\nreid_processor.seen_objects()\n```\n\nFor a complete example you can refer to [examples/trackreid/starter_kit_reid.ipynb](/examples/trackreid/starter_kit_reid.ipynb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fartefactory%2Ftrack-reid","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fartefactory%2Ftrack-reid","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fartefactory%2Ftrack-reid/lists"}