In this step-by-step guide, we will discuss the deployment of the Large Language Model (LLM) using the OpenVINO model server. This tutorial focuses on the serving of the TinyLlama chat model REST API endpoint using the openVINO model server. We know that OpenVINO is an open-source toolkit by Intel for optimizing and deploying deep learning … Read more
This tutorial will discuss how to use FastSD webserver with ComfyUI. FastSDCPU is a faster version of a stable diffusion application running on a CPU, based on OpenVINO and Pytorch implementations. Step 1: Download and Install FastSDCPU In this demo, we are using a Windows 11 machine to test, first download FastSD CPU release. Extract … Read more
In this article, we will discuss how to achieve multi-threading in Python(Python 3.12 and lower) and test the latest free-threaded experimental feature available in Python 3.13. Python and GIL (Global Interpreter Lock) The Global Interpreter Lock (GIL) in Python is a mutex that ensures only one thread executes Python bytecode at a time. Because of GIL, … Read more
In this article, we will discuss the short-circuiting technique in Python programming. What is Short Circuiting? Short-circuiting is a technique many programming languages use when evaluating boolean logic expressions to save computing power by skipping unnecessary parts of the expression. Python provides 2 short-circuit operators : or and The or Operator Python evaluates the left-hand … Read more
Anomaly detection is an important technique in manufacturing, fraud detection, network security, finance, and healthcare. In this step-by-step tutorial, we will discuss a way to detect anomalies using Intel’s Anomalib. What is Anomalib? Anomalib is a deep-learning Python library designed to collect and benchmark state-of-the-art anomaly detection algorithms for both public and private datasets. Some … Read more
In this short tutorial, you will learn how to rebase a GitHub pull request. For this demo, I’m using the OpenVINO repository. This method can be used when you already created PR in GitHub and it is out of sync with the master. Clone a copy of your repository and run the following command : … Read more
In this article, we will understand the concept of AI PC. We will also discuss OpenVINO and, how it can be used to create AI apps for AI PC. Let’s first dive into the concept of AI PC. What is an AI PC? An AI PC (Artificial Intelligence Personal Computer), in simple terms, is a … Read more
FastSD CPU allows us to run fast stable diffusion on the CPU. In this step-by-step guide, we will discuss how we can install and run FastSD CPU on Android. Prerequisites Android Phone with minimum 6/8GB RAM Android 13 or higher Install Termux First, we need to download and install F-droid. F-Droid is an installable catalog … Read more
In this tutorial, we will discuss how to deploy OHIF V3 viewer in a non-root path.OHIF Viewer is an open-source, web-based medical imaging viewer that enables visualization and interaction with DICOM and other imaging formats. It provides tools for image manipulation, reconstruction, and advanced features, promoting interoperability and collaboration in healthcare, research, and education. Let’s … Read more
In this article, we will discuss a way to run fast stable diffusion on CPU using FastSD CPU. FastSD CPU is a software used to generate images from textual descriptions mainly on the CPU. Stable Diffusion is an AI model that can generate images from text descriptions. It works by starting with a random noise … Read more