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Armindo Cachada
Armindo Cachada

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Published in Geek Culture

·Feb 22, 2021

Can I Create an Image Classifier Using Tensorflow to Identify the Theme of a Painting?

Can I teach an AI model using Tensorflow Object Detection API, how to identify the theme of a painting? That’s the general question I want to answer with this project. But, I am going to narrow down my question further, for practical reasons. I want to identify if a painting…

Programming

20 min read

Can I Create an Image Classifier Using Tensorflow to Identify the Theme of a Painting?
Can I Create an Image Classifier Using Tensorflow to Identify the Theme of a Painting?

Feb 15, 2021

How to read and write to a CSV File using Pandas

Reading a CSV from a file with Python and Pandas is super simple and something that you are likely to have to do many times as a data scientist. As an example let's read an image dataset I gathered of all the paintings I could find about the Nativity. I…

Programming

5 min read

How to read and write to a CSV File using Pandas
How to read and write to a CSV File using Pandas

Published in The Startup

·Jan 28, 2021

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…

Programming

4 min read

How to Run Object Detection With Tensorflow 2 on the Raspberry PI Using Docker
How to Run Object Detection With Tensorflow 2 on the Raspberry PI Using Docker

Published in The Startup

·Jan 28, 2021

Building my First PC for Deep Learning

Since starting getting into Deep Learning I have found that increasingly I need to access a server with a GPU. Not any GPU. A GPU that is capable of understanding CUDA. As a Macbook PRO user with only an AMD GPU, that automatically disqualifies me. …

Deep Learning

11 min read

Building My First PC for Deep Learning
Building My First PC for Deep Learning

Published in The Startup

·Dec 23, 2020

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 module, it…

Raspberry Pi

8 min read

How to Create Time-Lapse With the Raspberry PI HQ Camera
How to Create Time-Lapse With the Raspberry PI HQ Camera

Published in The Startup

·Nov 18, 2020

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. …

Programming

6 min read

How to Access the Raspberry Pi Camera Inside Docker and OpenCV
How to Access the Raspberry Pi Camera Inside Docker and OpenCV

Nov 2, 2020

Setting up Tensorflow 2 with Docker for the Raspberry PI 4

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.

Programming

6 min read

Setting up Tensorflow 2 with Docker for the Raspberry PI 4
Setting up Tensorflow 2 with Docker for the Raspberry PI 4

Published in The Startup

·Oct 21, 2020

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…

Programming

8 min read

Creating a Wildlife Camera With a Raspberry PI, Python OpenCV and Tensorflow
Creating a Wildlife Camera With a Raspberry PI, Python OpenCV and Tensorflow

Oct 15, 2020

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…

Programming

8 min read

How to create a 3D model of a photo using Python, NumPy and Google Colab — Part I
How to create a 3D model of a photo using Python, NumPy and Google Colab — Part I

Published in The Startup

·Oct 3, 2020

Creating a VPN With 2 Factor Authentication Using OpenVPN and Docker

I recently set up a VPN with 2-Factor Authentication using the Community Edition of OpenVPN and using Google’s standard authenticator. I am writing this article to save you time and effort because this was not straightforward. Most guides I found on the internet, if not all, talk about using a…

Programming

8 min read

Creating a VPN With 2 Factor Authentication Using OpenVPN and Docker
Creating a VPN With 2 Factor Authentication Using OpenVPN and Docker
Armindo Cachada

Armindo Cachada

Founding Director at Spltech

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