Knoldus Blogs

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Know how Computer Vision and Augmented Reality overlap each other?

January 19, 2023January 20, 2023AI, ML, AI and Data Engineering, pythonaugmented reality, Computer Vision, machinelearning, python, virtual reality

Reading Time: 2 minutes To understand the overlapping of Computer Vision and Augmented Reality, Let’s understand what is computer vision, augumented reality and virtual reality. Computer Vision Augmented Reality Virtual Reality A direct comparison of Augmented Reality and Virtual Reality Application of Augmented Reality and Computer Vision Augmented Reality and Computer Vision in Autonomous Cars Security Monitoring with Augmented Vision and Computer Vision Augmented Reality and Computer Vision in Continue Reading

Sparse Matrices: What makes them important for Machine Learning

January 19, 2023January 20, 2023Studio-ScalaMachine Learning, python

Reading Time: 4 minutes Dense Matrix and Sparsity of the Matrix There are two common matrix types: dense and sparse. The main difference is that sparse metrics have many null values and dense metrics have none. Below is an example of a 4-by-4 sparse matrix. Reasons to use Sparse Matrix representation Storage Since there are fewer non-zero elements than zero, less memory is available to store only those elements. Continue Reading

How To Put Event Data On AWS Event Bus Using Lambda?

September 23, 2022October 31, 2022AWS, AWS Services, Studio-DevOps, Tech BlogsAWS, AWS EventBridge, AWS Lambda, AWS Services, Devops, python, python3, technology

Reading Time: 2 minutes In this article, we will talk about how to put event data on AWS event bus using Lambda. This article will help you adapt serverless architecture as it involves one of the standard core data flow models that involve API Gateway, Lambda, and a data processing service such as AWS EventBridge in our case. Throughout the article, we will be taking the help of AWS Continue Reading

How To Quality-Check Python Code Using Pylint On CI?

September 23, 2022October 31, 2022Bitbucket-Pipeline, python, python, Studio-DevOps, Tech Blogscicd, code coverage, Code Quality, continuous integration, github, github actions, python, python3, scala, technology

Reading Time: 2 minutes In this article, we will talk about how to quality-check Python code using Pylint on CI. Code Quality Through CI As we know, code quality is an important aspect of any project. It is the responsibility of every developer to quality-check the code before pushing it to the repository. However, to enforce this and implement the concepts of Continuous Integration (CI), we need to have Continue Reading

Explore OpenCV & Why Do We Need To Know About It?

June 15, 2022June 16, 2022AI, Artificial intelligence, ML, AI and Data Engineering, python#ai, #computervision, #machinelearning, #opencv, #python, AI, Artificial intelligence, data analysis, data science, linux, technology

Reading Time: 4 minutes OpenCV (Open Source Computer Vision Library) is an open-source computer vision and machine learning software library. It was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in commercial products. Being a BSD-licensed product, OpenCV makes it easy for businesses to utilize and modify the code. OpenCV OpenCV is the huge open-source library for computer vision, Continue Reading

NLP using Tensorflow: A Small Guide

May 11, 2022May 11, 2022AI, ML, AI and Data EngineeringNLP, TensorFlow

Reading Time: 3 minutes Natural Language Processing or NLP is now one of the most important machine learning techniques that one AI/ML practitioner should possess. It the current world we can see a vast use of NLP implementations. Such as text reading, number plate reading,email spam filtering, predictive text and so on. In this blog we are going to see some key things to know, in order to implement Continue Reading