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Mediapipe GPU for Python 3.10.11 ​

Mediapipe docker images ​

HEY! 👋

I've made a docker container with mediapipe 0.10.7 and opencv 4.8.0 ready to use! Check it out.
If you don't want to use docker, keep reading.

Mediapipe 0.10.7 installation ​

Required time: 15min

This process to install mediapipe for python 3.10 is the same of python3.8 except for the python version used and the name of the wheel. Nevertheless I decided to keep everything nicely isolated even if this means to be repetitive.

Pre-requisites ​

Python 3.10.11

To install python 3.10.11 for l4t32.7.1 follow these steps, once done, come back here.

OpenCV

From the tests I've made, OpenCV is needed to make everything works correctly. Don't worry, I've already built it for you 😄

Follow the steps here to install opencv 4.8.0 from wheel. Then come back here.

Tensorflow

Wait, no tensorflow?

Well, I've seen guides that uses it and guides that don't. I didn't install it and my setup works great and uses the GPU.

The official mediapipe documentation says something about it here. I suggest you to continue without installing it.

Install mediapipe from wheel ​

First, update and upgrade:

bash
sudo apt-get update && apt-get upgrade

Download the dependencies:

bash
sudo apt-get install -y \
    libopencv-core-dev \
    libopencv-highgui-dev \
    libopencv-calib3d-dev \
    libopencv-features2d-dev \
    libopencv-imgproc-dev  \
    libopencv-video-dev

Upgrade pip:

bash
python3.8 -m pip install --upgrade pip

Download the wheel file from here.

or download it using wget:

bash
wget https://github.com/lanzani/jetson-libraries/raw/main/libraries/mediapipe/l4t32.7.1/py3.10.11/mp0.10.7/mediapipe-0.10.7-cp310-cp310-linux_aarch64.whl

Install mediapipe:

bash
python3.10 -m pip install mediapipe-0.10.7-cp310-cp310-linux_aarch64.whl

To conclude, you need to install matplotlib:

bash
python3.10 -m pip install matplotlib

To test that everything properly works, try these scripts.