Category: Tensorflow
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How to install Tensorflow 2.5 with CUDA 11.2 and CuDNN 8.1 for Windows 10
In this article, I am going to show you how you can install Tensorflow 2.5, CUDA 11.2.1, and CuDNN 8.1, for Windows 10, with full support for an Nvidia GPU RTX 30 series card. Since CUDA is backward compatible it should also work for RTX 20 series cards or older. But before I install CUDA, […]
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Nvidia GANverse3D – 2D Photo to a 3D Model with texture at a click of a button!
Nvidia has announced a new groundbreaking application called GanVerse3D, with an unspecified release date for now, which can render 3D models from a single 2D photo, like the KightRider car, ready for use in Nvidia Omniverse. But that is not all. The 3D model includes texture and it can be animated in seconds at a […]
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How to run Object Detection with Tensorflow Lite and a Raspberry PI to Build a Wildlife camera
What is Tensorflow Lite? As the name indicates Tensorflow Lite is the light version of Tensorflow which is design to run on small devices, like mobile phones, tablets, edge devices like the Raspberry PI and etc. Tensorflow lite is composed of two packages: The interpreter: What you normally use when calling TensorFlow lite for inference […]
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Tensorflow Object Detection API – Custom Image Classification — Can I detect if a painting is a nativity painting?
Can I teach an AI model using Tensorflow Object Detection API, how to identify the theme of a painting? The only way to find out is by trying! And I think you might be surprised by the outcome of this experiment. But, I am going to narrow down my problem. I want to identify if […]
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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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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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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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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 […]