https://github.com/sdglbl/smarthelmetsystem
https://github.com/sdglbl/smarthelmetsystem
Last synced: 12 months ago
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- Host: GitHub
- URL: https://github.com/sdglbl/smarthelmetsystem
- Owner: SDGLBL
- Created: 2020-04-11T16:32:28.000Z (about 6 years ago)
- Default Branch: master
- Last Pushed: 2020-07-21T11:50:43.000Z (almost 6 years ago)
- Last Synced: 2025-04-05T22:35:13.906Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 6.2 MB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# SmartHelmetSystem
**此项目只用于进行安全帽目标探测，不包括配套的推流和前端项目，如需要整个项目请自行下载并按照技术文档中的部署说明部署**
- [整套项目下载](https://1drv.ms/u/s!Ag3iZuii89kugstA-5_21EYW7IQt8A?e=tmC0Xo)
- [技术文档](https://1drv.ms/u/s!Ag3iZuii89kugsslK_IF6mIKcEwmog?e=Sr1OUl)
### 本检测项目部署
**要求环境**
- Ubuntu18.04
- CUDA == 10.1
- CUDNN
- gcc and g++ >= 7.5
**下载权重并放置到根目录**
- [权重](https://1drv.ms/u/s!Ag3iZuii89kugt92sO1vpO42ZrmwFw?e=llmhQt)
**安装运行环境**
```bash
# 安装 virtualenv
sudo pip3 install -U virtualenv
# 创建 virtual env
virtualenv --system-site-packages -p python3 ./venv
# 激活 virtual env
source venv/bin/activate
# 开始安装与编译依赖
python detection/setup.py develop
```
**测试视频**
```bash
python tools/process_video.py detection/myconfigs/baseline/faster_rcnn_r50_fpn_1x.py fastr50_963.pth --input_path [video path] --output_path [save_path]
```
**引用**
- [mmdetection](https://github.com/open-mmlab/mmdetection)