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pp-yoloe-hrnet-human_pose_estimation

PP-YOLOE行人检测+HRNet人体骨骼关键点检测,使用ONNXRuntime部署,包含C++和Python两个版本的程序 本仓库源自百度的飞桨目标检测开发套件 PaddleDetection 中 PP-Human, 它是一个SOTA的产业级开源实时行人分析工具,但是它是使用PaddlePaddle框架做推理引擎的,并且只有Python没有C++的程序。 因此我使用paddle2onnx工具,转换生成.onnx文件,使用onnxruntime部署,彻底摆脱对PaddlePaddle框架的依赖。

由于模型文件比较大,无法直接上传,文件存放在百度云盘, 链接:https://pan.baidu.com/s/1kTxABy3YMXvSiMAU4HLLDQ 提取码:qggu

如果你想对程序加速,可以在gpu-cuda设备里运行程序。这时Python版本的程序,需要安装onnruntime-gpu。 C++版本的程序,在main.cpp里,有两行是跟cuda有关的代码,取消注释,gpu版本的onnxruntime的压缩包从 https://github.com/microsoft/onnxruntime/releases 下载,重新编译C++程序

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