Installing Tensorflow 2 with Docker for the Raspberry PI 4

In this video I install Tensorflow 2.3 for the Raspberry PI 4 using Docker.
I am going through all this pain in order to setup my development environment for my project in which I am building a wildlife camera with a Raspberry PI, Python, Tensorflow, OpenCV and a PI Camera of course.

Let's get started!

SUPPORT THE CHANNEL or get mentoring :

FOLLOW ME

Resources:

Timestamps:

0:00 Introduction
1:50 The Raspberry PI
2:05 Looking for a Tensorflow docker image for the Raspberry PI
4:01 Creating a Git repository
6:00 Buildding and starting the Tensorflow docker container
8:45 Choosing the Tensorflow version (2.3.0)
9:00 Adding installation of Tensorflow 2.3.0 arm7l to the Dockerfile
10:40 First build of Dockerfile with Tensorflow fails
13:00 I find a Dockerfile with an earlier version of Tensorflow for the Raspberry PI
13:20 I copy the Dockerfile and change the Tensorflow version to the latest
13:52 Waiting for Tensorflow to finish build
17:30 The Raspberry PI Camera HQ
19:00 Dockerfile ready and pushing docker image to Docker Hub

[cristhian]

it is very difficult to do all this. Many hours on stackoverflow. I experienced the same when trying to install pytorch and opencv