Real time Pose Estimation in Video using Posenet using Deep Learning || Aisangam
Link of util.py will be updated here shortly.
Hello Friends.....
In this video we are going to show you demo of pose estimation using "POSENET"
We will cover two point in this video.
1. Will run posenet using python and show video implementation.
2. Will draw only hand and leg pose in video.
Let's move with 1st point.
we are going to use prebuild file made by posenet and rwightman
Posenet is copmletly opensoure to use as commercial purpose, also this is very fast in terms of execution.
Step 1: download GitHub repository.
https://github.com/rwightman/posenet-...
Step 2: Install its dependencies:
numpy 1.16.0
opencv-python 3.4.5.20
PyYAML 5.1
scikit-image 0.14.2
scipy 1.2.0
tensorflow 1.12.0
Step 3: Run file python3 webcam_demo.py --cam_id 0 (0 used for webcam index)
If you want to run on particular video then replace "videoPath" at line 23
in file "webcam_demo.py" with "args.cam_id". and run command "python webcam_demo.py"
Now we will move for 2nd Point "Draw only hand and leg pose in video"
Step 1: download file from the link given in discription area. and replace it with existing "posenet-python-master/posenet/utils.py"
Step 2: Run file python3 webcam_demo.py --cam_id 0 (0 used for webcam index)
If you want to run on particular video then replace "videoPath" at line 23
in file "webcam_demo.py" with "args.cam_id". and run command "python webcam_demo.py"
That's it. Hope you have enjoyed this video and implemented nicely. Also thanks to
Posenet team and rwightman to share valueable code and technology.
If there is any problem and need assistance, you can write us either in mail or in comment section.
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** Also please note that used video is not ours it is downloaded randomly from Youtube. SO there is any issue then you can ping us.
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https://www.aisangam.com/
Or you can directly mail us at :
[email protected]
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With Regards
Aisangam Team.