Year: 2021
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AWS versus GCP – which one is better? A dummies guide to the biggest cloud competition
I would give Google a star for its simple naming strategy: Cloud CDN, Cloud Function, Cloud SQL, BigTable, Cloud Load Balancer, Datastore. On the other hand, AWS has products that no one can guess its name literally, such as Fargate, Beanstalk, Aurora, Neptune, Snow, Athena, Redshift, Kinesis, Macie, and Glue. This is my initial objective […]
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How to choose the right NoSQL database service in Azure — Azure CosmosDB or Azure Table Storage?
In this article, I am going to guide you through an example use-case on how you would go about choosing the right Azure cloud service to host a NoSQL database for a fictitious fashion retailer, FashionRuS.com We will consider two options: Azure Table Storage Azure CosmosDB To make this comparison more meaningful, let me start […]
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Designing a Deep Learning PC with an RTX 3090
Today’s article is a direct response to a viewer of this channel who asked for some help in completing their build for their new Deep Learning PC. The viewer is the lucky owner of an RTX 3090! To get this graphics card, in the current market, it’s a steep investment! When you spend this much […]
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Blender 3D — How to create and render a scene in Blender using Python API
In this article, I will show you how you can create a scene in Blender, using the Python 2.93 Blender API. We will create a simple scene with a plane, a cube, texture, a light source, and a camera. Then I will show you how you can rotate a virtual camera around a cube and […]
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How to turn 2D photos into a 3D model using Nvidia Kaolin and PyTorch – A 3D Deep Learning Tutorial
If you have read my last article on GANverse3D, then you will probably have heard about the DIB-R paper, which I mentioned a few times. This was a key paper for 3D Deep Learning from 2019. The DIB-R paper introduced an improved differential renderer as a tool to solve one of the most fashionable problems […]
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How to use Asus ROG USB Bios Flashback with or without a CPU
This a short guide detailing the steps on how you can flash an Asus motherboard with USB bios flashblack with or without a CPU. For this tutorial I am flashing an Asus ROG Strix 570-E motherboard, using USB Bios flashback. But the process should be similar for most Asus motherboards with USB bios flashback. Download […]
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Flutter Image classification using TensorFlow in 4 steps
Google provides a few products within the TensorFlow family: TensorFlow: the core open course library that is the foundation of developing and training machine learning models. TensorFlow.js: similar to TensorFlow but focus purely on JavaScript TensorFlow Lite: as the name suggests, it is a lightweight version of TensorFlow for deploying models on mobile devices. It […]
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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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Nvidia Announces a new ARM CPU and More GPUs for Deep Learning
This is a quick article to discuss what was announced at Nvidia’s GTC Keynote. There is a lot to cover, but I am only going to focus on some key topics. Gaming GPUs First, let’s talk about GPUs. There were no new gaming GPUs announced and there is no successor yet to the Ampere architecture. […]