bytetracker

Name	bytetracker JSON
Version	0.3.2 JSON
	download
home_page	https://github.com/kadirnar/bytetrack-pip
Summary	Packaged version of the ByteTrack repository
upload_time	2023-03-20 18:38:04
maintainer
docs_url	None
author	kadirnar
requires_python	>=3.5
license	MIT
keywords	machine-learning deep-learning pytorch vision image-classification object-detection object-tracking tracker bytetrack
VCS
bugtrack_url
requirements	lap scipy torch
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            <div align="center">
<h2>
  ByteTrack-Pip: Packaged version of the ByteTrack repository  
</h2>
<h4>
    <img width="700" alt="teaser" src="assets/demo.gif">
</h4>
<div>
    <a href="https://pepy.tech/project/bytetracker"><img src="https://pepy.tech/badge/bytetracker" alt="downloads"></a>
    <a href="https://badge.fury.io/py/bytetracker"><img src="https://badge.fury.io/py/bytetracker.svg" alt="pypi version"></a>
</div>
</div>

## <div align="center">Overview</div>

This repo is a packaged version of the [ByteTrack](https://github.com/ifzhang/ByteTrack) algorithm.
### Installation
```
pip install bytetracker
```

### Detection Model + ByteTrack 
```python
from bytetracker import BYTETracker

tracker = BYTETracker(args)
for image in images:
   dets = detector(image)
   online_targets = tracker.update(dets)
```
### Reference:
 - [Yolov5-Pip](https://github.com/fcakyon/yolov5-pip)
 - [ByteTrack](https://github.com/ifzhang/ByteTrack)

### Citation
```bibtex
@article{zhang2022bytetrack,
  title={ByteTrack: Multi-Object Tracking by Associating Every Detection Box},
  author={Zhang, Yifu and Sun, Peize and Jiang, Yi and Yu, Dongdong and Weng, Fucheng and Yuan, Zehuan and Luo, Ping and Liu, Wenyu and Wang, Xinggang},
  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},
  year={2022}
}
```



            

Raw data

            {
    "_id": null,
    "home_page": "https://github.com/kadirnar/bytetrack-pip",
    "name": "bytetracker",
    "maintainer": "",
    "docs_url": null,
    "requires_python": ">=3.5",
    "maintainer_email": "",
    "keywords": "machine-learning,deep-learning,pytorch,vision,image-classification,object-detection,object-tracking,tracker,bytetrack",
    "author": "kadirnar",
    "author_email": "",
    "download_url": "https://files.pythonhosted.org/packages/b1/c2/08b92c2df6287a71d96d57aaeae35436e3d490aec1511c1c66522e8bcf44/bytetracker-0.3.2.tar.gz",
    "platform": null,
    "description": "<div align=\"center\">\n<h2>\n  ByteTrack-Pip: Packaged version of the ByteTrack repository  \n</h2>\n<h4>\n    <img width=\"700\" alt=\"teaser\" src=\"assets/demo.gif\">\n</h4>\n<div>\n    <a href=\"https://pepy.tech/project/bytetracker\"><img src=\"https://pepy.tech/badge/bytetracker\" alt=\"downloads\"></a>\n    <a href=\"https://badge.fury.io/py/bytetracker\"><img src=\"https://badge.fury.io/py/bytetracker.svg\" alt=\"pypi version\"></a>\n</div>\n</div>\n\n## <div align=\"center\">Overview</div>\n\nThis repo is a packaged version of the [ByteTrack](https://github.com/ifzhang/ByteTrack) algorithm.\n### Installation\n```\npip install bytetracker\n```\n\n### Detection Model + ByteTrack \n```python\nfrom bytetracker import BYTETracker\n\ntracker = BYTETracker(args)\nfor image in images:\n   dets = detector(image)\n   online_targets = tracker.update(dets)\n```\n### Reference:\n - [Yolov5-Pip](https://github.com/fcakyon/yolov5-pip)\n - [ByteTrack](https://github.com/ifzhang/ByteTrack)\n\n### Citation\n```bibtex\n@article{zhang2022bytetrack,\n  title={ByteTrack: Multi-Object Tracking by Associating Every Detection Box},\n  author={Zhang, Yifu and Sun, Peize and Jiang, Yi and Yu, Dongdong and Weng, Fucheng and Yuan, Zehuan and Luo, Ping and Liu, Wenyu and Wang, Xinggang},\n  booktitle={Proceedings of the European Conference on Computer Vision (ECCV)},\n  year={2022}\n}\n```\n\n\n",
    "bugtrack_url": null,
    "license": "MIT",
    "summary": "Packaged version of the ByteTrack repository",
    "version": "0.3.2",
    "split_keywords": [
        "machine-learning",
        "deep-learning",
        "pytorch",
        "vision",
        "image-classification",
        "object-detection",
        "object-tracking",
        "tracker",
        "bytetrack"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "b1c208b92c2df6287a71d96d57aaeae35436e3d490aec1511c1c66522e8bcf44",
                "md5": "e059cbf8ea2a01b23fe6510e17b9abb1",
                "sha256": "1fc60597bfbfd1759e19eb62b8b09994aae4587f44ef03c7f70a882e552a126c"
            },
            "downloads": -1,
            "filename": "bytetracker-0.3.2.tar.gz",
            "has_sig": false,
            "md5_digest": "e059cbf8ea2a01b23fe6510e17b9abb1",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.5",
            "size": 11812,
            "upload_time": "2023-03-20T18:38:04",
            "upload_time_iso_8601": "2023-03-20T18:38:04.061447Z",
            "url": "https://files.pythonhosted.org/packages/b1/c2/08b92c2df6287a71d96d57aaeae35436e3d490aec1511c1c66522e8bcf44/bytetracker-0.3.2.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2023-03-20 18:38:04",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "github_user": "kadirnar",
    "github_project": "bytetrack-pip",
    "travis_ci": false,
    "coveralls": false,
    "github_actions": false,
    "requirements": [
        {
            "name": "lap",
            "specs": [
                [
                    "==",
                    "0.4.0"
                ]
            ]
        },
        {
            "name": "scipy",
            "specs": [
                [
                    "==",
                    "1.9.3"
                ]
            ]
        },
        {
            "name": "torch",
            "specs": [
                [
                    "==",
                    "1.13.0"
                ]
            ]
        }
    ],
    "lcname": "bytetracker"
}