基于OpenPose model检测一个人的坐姿

上传者: xixixixixixixi21 | 上传时间: 2022-04-25 16:05:42 | 文件大小: 6.19MB | 文件类型: ZIP
输出一个人的侧视图(侧视图)作为输入时的坐姿。 输出可以告诉你一个人是否坐直、驼背(前倾)、斜倚(后倾)以及他是否双手合十、双腿合十(跪着)。 OpenPose检测骨骼 使用CMU感知计算实验室发明的开放式姿势模型。 这个OpenPose模型可以检测人体的关键点。这些关键点坐标可用于估计人的坐姿。 该软件可以检测多个人的关键点,但只能检测一个人的姿势。 使用了一个经过训练的keras OpenPose模型来检测关键点。 文件夹 model.py -包含模型的体系结构。 config_reader.py -包含模型预测关键点所必需的参数。 util.py——计算关键点坐标所需的一些函数。 运行 python3 posture_image.py 用于以图像作为输入测试此软件。如果你想用你自己的图像测试它,把这个图像放在sample_images文件夹中,并在第237行进行相应的更改。 Run python3 posture_realtime.py用于实时测试。需要坐在离摄像头较远的位置。 要有8GB内存

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