基于gradio+opencv+yolov8+deepsort行人检测与跟踪,以及可选的WebUI界面Python源码+文档说明
opencv
OpenCV: 开源计算机视觉库
项目地址:https://gitcode.com/gh_mirrors/opencv31/opencv
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源码下载地址
项目介绍
opencv+yolov8+deepsort的行人检测与跟踪。当然,也可以识别车辆等其他类别。
更新历史
2024/3/5:YoloV9模型已添加至WebUI。
2024/2/11更新:清理代码,完善注释。WebUI新增识别目标选择、进度条显示、终止推理、示例等功能。
2023/10/17更新:简化代码,删除不必要的依赖。解决webui上传视频不会清空tracker ID的问题。
2023/7/4更新:加入了一个基于Gradio的WebUI界面
项目功能
界面预览
项目备注
1、该资源内项目代码都经过测试运行成功,功能ok的情况下才上传的,请放心下载使用!
2、本项目适合计算机相关专业(如计科、人工智能、通信工程、自动化、电子信息等)的在校学生、老师或者企业员工下载学习,也适合小白学习进阶,当然也可作为毕设项目、课程设计、作业、项目初期立项演示等。
3、如果基础还行,也可在此代码基础上进行修改,以实现其他功能,也可用于毕设、课设、作业等。
下载后请首先打开README.md文件(如有),仅供学习参考, 切勿用于商业用途。
源码下载地址
GitHub 加速计划 / opencv31 / opencv
142
15
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OpenCV: 开源计算机视觉库
最近提交(Master分支:3 个月前 )
d9a139f9
Animated WebP Support #25608
related issues #24855 #22569
### Pull Request Readiness Checklist
See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request
- [x] I agree to contribute to the project under Apache 2 License.
- [x] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV
- [x] The PR is proposed to the proper branch
- [x] There is a reference to the original bug report and related work
- [ ] There is accuracy test, performance test and test data in opencv_extra repository, if applicable
Patch to opencv_extra has the same branch name.
- [ ] The feature is well documented and sample code can be built with the project CMake
1 天前
09030615
V4l default image size #25500
Added ability to set default image width and height for V4L capture. This is required for cameras that does not support 640x480 resolution because otherwise V4L capture cannot be opened and failed with "Pixel format of incoming image is unsupported by OpenCV" and then with "can't open camera by index" message. Because of the videoio architecture it is not possible to insert actions between CvCaptureCAM_V4L::CvCaptureCAM_V4L and CvCaptureCAM_V4L::open so the only way I found is to use environment variables to preselect the resolution.
Related bug report is [#25499](https://github.com/opencv/opencv/issues/25499)
Maybe (but not confirmed) this is also related to [#24551](https://github.com/opencv/opencv/issues/24551)
This fix was made and verified in my local environment: capture board AVMATRIX VC42, Ubuntu 20, NVidia Jetson Orin.
### Pull Request Readiness Checklist
See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request
- [X] I agree to contribute to the project under Apache 2 License.
- [X] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV
- [X] The PR is proposed to the proper branch
- [X] There is a reference to the original bug report and related work
- [ ] There is accuracy test, performance test and test data in opencv_extra repository, if applicable
Patch to opencv_extra has the same branch name.
- [ ] The feature is well documented and sample code can be built with the project CMake
1 天前
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