Category: AI
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Tensorflow 2 Object Detection API Tutorial with a GPU in Windows 10
Hello there! Today I will be completing the Tensorflow 2 Object Detection API Tutorial on my new Windows PC. I have already set up my development environment so I can already run Tensorflow 2.4 with Python 3.8 and using Anaconda. Also, I have added GPU support to Tensorflow because I have installed all the Nvidia […]
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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. Therefore after finding myself frequently going on Google Colab just […]
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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 […]
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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 […]
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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 […]
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Python Automation — Smart Home — Using my smart lights to alert me about the weather when I wake up
In this article I will show you how I improved my life, using Smart Lights, Python and a Raspberry pi. I am going to make a Smart Light from Yeelight predict the weather so I know exactly what to wear for the day ahead. It is a pain whenever I go out of the house […]
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Google Text To Speech API: How to speak more than thirty languages
In this article I will show you how you can use the Google Cloud and Text Speech API, and Google Translation APIs to create a voice-over in over 30 languages. And you will be able to see the result in my latest youtube video. I start this article, with the holy grail for content creators. […]
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AI at your fingertips — Make any security camera smarter for less than $50 using Tensorflow
Most people think that AI is difficult, and I am on a journey to prove otherwise. Harnessing the power of AI is not difficult but this is only possible because we can stand on the shoulder of giants and take advantage of all the free open source software available out there. Background to this story. […]
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Google’s ML Kit: Text recognition with sample app of receipts reading
Google has published a few AI kit and one of them is text recogition, which I decided to try it out using a sample Android app to read receipts. The target is to be able to recognise: total, VAT and type. Full code can be found here. Step 1: Groundworks First of all, we need […]