Published inTech Musings·Aug 6, 2021Personality Traits Analysis among Social Media InfluencersThe idea of this project is to build a sentiment analysis model that detects the emotions that underlie a tweet. It makes associations between words and emotions and the aim is to classify the tweets into sentiments like anger, happiness, sadness, enthusiasm etc. …Sentiment Analysis6 min readSentiment Analysis6 min read
Published inTech Musings·Jul 21, 2021How to Build a Resume Ranker in 2 min using Universal Sentence Encoder?Basically what it does is we will have a set of resumes and a job description. Finding the best fit candidate is difficult and is a time-consuming task. Here we have used a Tensorflow model called Universal Sentence Encoder where you can give a set of resumes and its job description and your resumes get ranked in such a way that you can find your best fit resumes for specific job descriptions in an easy manner. For Free consultation with our experts visit us at https://datalabs.optisolbusiness.com/Resumeranking1 min readResumeranking1 min read
Published inTech Musings·Jul 21, 2021Detection of PPE Compliance on Construction Site Using Computer VisionA safety vest/PPE is an essential supplement for anyone taking part in any industrial activities or a construction site. A Safety Vest is necessary when working on the roadside where other people can easily identify the vest. It plays an important role in keeping the workers safe. So, having a…Ppe4 min readPpe4 min read
May 27, 2021Implementing Microservices Architecture in AKSMicroservice Architecture: Microservices-based application architecture represents a collection of small, autonomous, and self-contained services which are built to serve a single business functionality/capability. The following is a sample microservices-styled application landscape representing a set of microservices. Pay attention to different microservices accessed through the API gateway. What are microservices?Microservices7 min readMicroservices7 min read
May 26, 2021Azure Kubernetes Services (AKS) — An OverviewAzure Kubernetes Services (AKS): AKS is an open-source fully managed container orchestration service and is available on the Microsoft Azure public cloud that can be used to deploy, scale, and manage Docker containers and container-based applications in a cluster environment. Azure Kubernetes Service offers provisioning, scaling, and upgrades of resources…Kubernetes4 min readKubernetes4 min read
Published inTech Musings·May 25, 2021An overview of Image Segmentation -Part 2In the first part of this article, we have discussed about the basics of Image Segmentation, its process and use. In this article we will discuss about the type of image segmentation, architectures, loss functions and some interesting use cases of image segmentation. Types of Image Segmentation Image segmentation can be classified into two…Image Processing7 min readImage Processing7 min read
Published inTech Musings·May 25, 2021An Overview of Image Segmentation -Part 1In digital image processing and computer vision, image segmentation is the process of partitioning a digital image into multiple segments. The goal of segmentation is to simplify and/or change the representation of an image into something that is more meaningful and easier to analyze This is a two-part article. Here…Object Detection3 min readObject Detection3 min read
Published inTech Musings·May 20, 2021COVID-19 Analysis in IndiaDetailed Data visualization of the impact of COVID-19 in India using Plotly — Coronavirus is spreading exponentially and has caused so much damage to mankind across the globe. Several countries like the USA, Russia, UK, France, Brazil have been heavily impacted. Currently, India is also affected hugely by this virus. …Visualization6 min readVisualization6 min read
Published inTech Musings·May 10, 2021Vision Intelligence in Clinical PathologyPathology is a branch of Medical Science that involves the study and diagnosis of a disease. …Computer Vision5 min readComputer Vision5 min read
Published inTech Musings·May 7, 2021Multilingual Chatbot Using Amazon LexThe language barrier is a thing of the past. There were times customer support executives with multilingual knowledge were employed for conversing with customers worldwide. As a customer, one may wait in a long queue to talk to their customer support executive who knows their language for a simple question…Amazon Lex3 min readAmazon Lex3 min read