Welcome to Your AI, ML & Python Programming Hub
-
How to run object detection with Tensorflow 2 on the Raspberry PI using Docker
In this article I am going to show you how you can try object detection on the Raspberry PI using a PI Camera, the easy way, with docker! These are the main steps you need to complete: Install and configure the PI Camera if you haven’t yet. See this separate guide I created to install […]
-
Wav2Lip: Create the perfect DeepFake Lip Sync with Wav2Lip and Google Wavenet
What if there was a way to automatically translate your videos and communicate with the whole world in over 30 languages? And I am not talking about just subtitles. There are two recent advances in AI that are bringing us very close to that reality: Google Wavenet and Wav2Lip Wav2Lip Is a state of the […]
-
Raspberry PI Camera Tutorial – How to install a Raspberry PI Camera
In this tutorial I will show you how to install a camera on your Raspberry PI. The setup process is very simple and it works the same way for any version of the Raspberry PI, from version 0 to version 4 The Raspberry Pi Camera comes with a white and blue ribbon. You need to […]
-
How to set up an internal and external Load balancer with Nginx ingress on Kubernetes on GKE
In this article I will show you two methods on how you can configure Nginx Ingress to expose a Kubernetes service using a Google Kubernetes Engine(GKE) public load balancer or a Kubernetes Internal Load Balancer. Or both at the same time. There are two ways to setup a separate Load Balancer for Nginx Ingresss on […]
-
How to create a time-lapse with the Raspberry PI HQ Camera
I recently bought a Raspberry PI HQ camera. I am always mesmerized by the sunsets in London. Therefore my first ever project with the Raspberry PI HQ was to try and create a beautiful time-lapse with the Raspberry PI HQ. Lense options with the Raspberry PI HQ When you buy the Raspberry PI HQ camera […]
-
Getting Cloudflare IPS with Python – Quick recipe
This is a very quick article to show how you can fetch Cloudflare IPS via HTTPS using Python, for use in your Python build scripts, for instance, if you are trying to protect a website with Cloudflare and you want the webserver only to accept Cloudflare IPs. It is not as easy as you might […]
-
How To Access the Raspberry Pi Camera Inside Docker and OpenCV
I run Docker for everything in the Raspberry PI, so I wanted to be able to access the PI camera inside Docker. Not as straightforward as I thought, so to help anyone who might want to do the same, I am documenting all the steps that I had to follow to get the PI Camera […]
-
Installing Tensorflow 2 on the Raspberry PI 4 with Docker
My 2020 late new year resolution is to build a wildlife camera with a Raspberry PI, Python, a PI camera, Tensorflow, OpenCV, and who knows what else. It is going to be an awesome camera! But first I have to set up a development environment to work with. Today I am going to be creating […]
-
Creating a Wildlife Camera With a Raspberry PI, Python OpenCV and Tensorflow
I am a great believer that for you to learn, you need to create. And to create you need to have fun! First I want to give you a background on why I am trying to build a wildlife camera with a Raspberry Pi. I live in London and my garden gets visited often by local […]
-
How to create a 3D model of a photo using Python, NumPy and Google Colab — Part I
I recently recorded a four-part video series for my Youtube channel on how I attempted to create a 3D model out of a photo, using Python, Numpy, and Google Colab. For this programming, I relied on the Numpy STL library which can create 3D models using “simple” Numpy arrays. Why I did it I am […]
Would you like to contribute with an article?