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https://github.com/lanmengyiyu/yolov5-deepmar

Last synced: 12 days ago
JSON representation

Host: GitHub
URL: https://github.com/lanmengyiyu/yolov5-deepmar
Owner: lanmengyiyu
License: gpl-3.0
Created: 2020-07-08T04:36:13.000Z (almost 4 years ago)
Default Branch: master
Last Pushed: 2022-06-22T02:26:04.000Z (about 2 years ago)
Last Synced: 2024-02-29T09:34:30.851Z (4 months ago)
Language: Jupyter Notebook
Size: 47.2 MB
Stars: 80
Watchers: 4
Forks: 20
Open Issues: 3
Metadata Files:
- Readme: README.md
- License: LICENSE

Lists

awesome-yolo-object-detection - lanmengyiyu/yolov5-deepmar - deepmar?style=social"/> : 行人轨迹和属性分析。 (Applications)

README

本项目是行人轨迹和属性分析的解决方案，检测采用的是[yolov5](https://github.com/ultralytics/yolov5), 跟踪采用的是[deepsort](https://github.com/ZQPei/deep_sort_pytorch)，属性分析采用的是[deepmar](https://github.com/dangweili/pedestrian-attribute-recognition-pytorch),效果[demo](https://www.youtube.com/watch?v=Cu3ERM0Zk4s)

## Requirements

Python 3.7 or later with all `requirements.txt` dependencies installed, including `torch >= 1.5`. To install run:
```bash
$ pip install -U -r requirements.txt
```

## weights
Google drive link:

https://drive.google.com/drive/folders/11qr6Y2c62NzM3BN_011oXLHietiw5tbi?usp=sharing
https://drive.google.com/drive/folders/1r08uwmB3QeOnwkhOupZ0UCC1TIaGybOK?usp=sharing
https://drive.google.com/drive/folders/1KRoWa-VJwgOxWXgywuzwFaq95wDd0QnJ?usp=sharing
## Tutorials

* [yolov5-deepmar-Notebook](https://github.com/lanmengyiyu/yolov5-deepmar/blob/master/yolov5-deepmar.ipynb)

## Inference

Inference can be run on most common media formats. Results are saved to `./inference/output`.To run inference on examples in the `./inference/images` folder
```bash

python detect.py --weights "/content/drive/My Drive/yolo weight/yolov5x.pt"
--img 416
--conf 0.4
--source ./inference/images/
--deepsort ./config/deep_sort.yaml

```

## Contact

**Issues should be raised directly in the repository.** email Zhang Jie at [email protected].