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lrz55127's Projects

intelligent-traffic-based-on-cv icon intelligent-traffic-based-on-cv

本项目是基于计算机视觉的端到端交通路口智能监控系统.采用的设计架构由SRS流媒体服务器、GPU服务器、Local客户端三部分组成.可将远端视频流通过rtmp协议传输到流媒体服务器,然后经过目标检测等一些列算法对视频进行分析,最后在本地客户端查看分析结果.项目主要用Python实现,流媒体服务器采用开源的SRS实时视频服务器搭建,GPU服务器使用YOLO模型实现道路目标如人、车、交通灯等物体的识别,同时还支持并发连接.客户端基于PyQt5进行开发.

site-dust-detect icon site-dust-detect

This repo examines an image-based dust emission monitoring method for construction activities.

smart_construction icon smart_construction

Head Person Helmet Detection on Construction Sites,基于目标检测工地安全帽和禁入危险区域识别系统,🚀😆附 YOLOv5 训练自己的数据集超详细教程🚀😆2021.3新增可视化界面❗❗

yolov5-deepsort icon yolov5-deepsort

最新版本yolov5+deepsort目标检测和追踪,支持5.0版本可训练自己数据集

yolov5-lite icon yolov5-lite

🍅🍅🍅YOLOv5-Lite: lighter, faster and easier to deploy. Evolved from yolov5 and the size of model is only 1.7M (int8) and 3.3M (fp16). It can reach 10+ FPS on the Raspberry Pi 4B when the input size is 320×320~

yolov7 icon yolov7

🔥🔥🔥🔥 YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

yolox-deepsort icon yolox-deepsort

基于YoloX目标检测+DeepSort算法实现多目标追踪Baseline

yolox-pytorch icon yolox-pytorch

这是一个yolox-pytorch的源码,可以用于训练自己的模型。

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