MediaPipe + Rerun..
Project description
mprerun
MediaPipe + Rerun..
视频人物骨骼点跟踪分析工具。
安装
$ pip install mprerun
示例
工作目录结构
.
└── resources
├── config_pose_video_dd.json
├── config_pose_video_vd.json
├── config_pose_video_vv.json
└── pose
├── angle
│ └── angles.json
├── model
│ ├── pose_landmarker_full.task
│ ├── pose_landmarker_heavy.task
│ └── pose_landmarker_lite.task
└── video
├── demo1.json
├── demo1.mp4
├── demo2.json
└── demo2.mp4
示例1(视频-视频)
$ mprerun -c ./resources/config_pose_video_vv.json
示例2(视频-数据)
$ mprerun -c ./resources/config_pose_video_vd.json
示例3(数据-数据)
$ mprerun -c ./resources/config_pose_video_dd.json
配置文件
config_pose_video_vv.json
{
"pose": {
"angle": {
"angles_path": "./resources/pose/angle/angles.json"
},
"video1": {
"model_path": "./resources/pose/model/pose_landmarker_heavy.task",
"video_path": "./resources/pose/video/demo1.mp4",
"video_frames_size": 30
},
"video2": {
"model_path": "./resources/pose/model/pose_landmarker_heavy.task",
"video_path": "./resources/pose/video/demo2.mp4",
"video_frames_size": 30
},
"viewer": {
"image_show": "true",
"image_quality": 50
}
}
}
config_pose_video_vd.json
{
"pose": {
"angle": {
"angles_path": "./resources/pose/angle/angles.json"
},
"video1": {
"model_path": "./resources/pose/model/pose_landmarker_heavy.task",
"video_path": "./resources/pose/video/demo1.mp4",
"video_frames_size": 30
},
"video2": {
"video_data_path": "./resources/pose/video/demo2.json",
"video_frames_size": 30
},
"viewer": {
"image_show": "true",
"image_quality": 50
}
}
}
config_pose_video_dd.json
{
"pose": {
"angle": {
"angles_path": "./resources/pose/angle/angles.json"
},
"video1": {
"video_data_path": "./resources/pose/video/demo1.json",
"video_frames_size": 30
},
"video2": {
"video_data_path": "./resources/pose/video/demo2.json",
"video_frames_size": 30
},
"viewer": {
"image_show": "true",
"image_quality": 50
}
}
}
angles.json
{
"angles": [
[11, 13, 11, 12],
[11, 13, 11, 23],
[12, 14, 12, 11],
[12, 14, 12, 24],
[23, 25, 23, 24],
[23, 25, 23, 11],
[24, 26, 24, 23],
[24, 26, 24, 12],
[13, 11, 13, 15],
[14, 12, 14, 16],
[25, 23, 25, 27],
[26, 24, 26, 28]
]
}
demo.json
{
"video_data_prop": {
"video_prop_fps": 29.97002997002997,
"video_prop_frame_count": 150.0,
"video_prop_frame_width": 1920.0,
"video_prop_frame_height": 1080.0
},
"video_data_frames": [
{
"frame_index": 1,
"frame_timestamp": 0,
"frame_width": 1920,
"frame_height": 1080,
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],
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},
...
]
}
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