0136期基于python的人体姿态行为识别-含数据集

0136期基于python的人体姿态行为识别-含数据集

代码下载和视频演示地址:

0136期基于python的人体姿态行为识别_哔哩哔哩_bilibili

本代码是基于python pytorch环境安装的。

下载本代码后,有个环境安装的requirement.txt文本

数据集介绍,下载本资源后,界面如下:

数据集文件夹存放了本次识别的各个类别图片。

本代码对数据集进行了预处理,包括通过在较短边增加灰边,使得图片变为正方形(如果图片原本就是正方形则不会增加灰边),和旋转角度,来扩增增强数据集,

利用骨骼进行的人体行为识别, 基于LOP 的行为识别,可以运行 (action recognition) 文件列表: actionletEnsemble-master actionletEnsemble-master\.gitignore actionletEnsemble-master\LICENSE actionletEnsemble-master\MSRAction3D actionletEnsemble-master\MSRAction3D\MSRAction3D_skeleton_features.mat actionletEnsemble-master\MSRAction3D\evaluate_on_MSR_action_3D.m actionletEnsemble-master\MSRDailyActivity3D actionletEnsemble-master\MSRDailyActivity3D\configDailyAcitity.m actionletEnsemble-master\MSRDailyActivity3D\evaluate_on_MSR_DailyAcitivity3D.m actionletEnsemble-master\MSRDailyActivity3D\extractAllLopFeatures.m actionletEnsemble-master\MSRDailyActivity3D\extractAllSkeletonFeatures.m actionletEnsemble-master\MSRDailyActivity3D\processOneSkeleton.m actionletEnsemble-master\MSRDailyActivity3D\trainClassifier.m actionletEnsemble-master\README.md actionletEnsemble-master\feature actionletEnsemble-master\feature\computeMotionField.m actionletEnsemble-master\feature\computePairwiseJointPositions.m actionletEnsemble-master\feature\computeSOPFeaturesSkeleton.m actionletEnsemble-master\feature\compute_motion_descriptors.m actionletEnsemble-master\feature\compute_motion_maps.m actionletEnsemble-master\feature\fftPyramid.m actionletEnsemble-master\feature\getSopFeature.m actionletEnsemble-master\feature\lopFeature.m actionletEnsemble-master\feature\lopFeatureSkeleton.m actionletEnsemble-master\feature\sopFeatureSkeleton.m actionletEnsemble-master\setup_path.m actionletEnsemble-master\util actionletEnsemble-master\util\ComputeMotion.mexw64 actionletEnsemble-master\util\ReadDepthBin.mexa64 actionletEnsemble-master\util\ReadDepthBin.mexw64 actionletEnsemble-master\util\iSaveX.m actionletEnsemble-master\util\normalizeFeature.m actionletEnsemble-master\util\predict.mexa64 actionletEnsemble-master\util\readDepthBin.m actionletEnsemble-master\util\readSkeleton.m actionletEnsemble-master\util\train.mexa64
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