Category Archives: Uncategorized

Data, in general, is the lifeblood of assisted Machine learning projects. The more data you have, the more accurate the end-product will be. However, it is not simply enough to have raw data. You need to have this data annotated so that the machine learning algorithm can properly identify the objects in a given image,Continue reading “Semantic Segmentation and Instance Segmentation: Overview and application”

How about trying many garments to see how they look and fit on your body without actually wearing those things before buying?  Shoppers always have a doubt about how a garment will look on their own body, and hence ordering online was a matter of hit-or-miss and that’s why they prefer shopping at physical storesContinue reading “What is Virtual Fitting Room and its future in Retail Industry”

Shoppers have been known to abandon their shopping carts seeing the long queues at the counters. In spite of the amazing strides the retail industry has seen, what customers’ want is freedom from the endless lines at the checkout counters for a seamless shopping experience. Checkout-free technology has brought a new experience to the retailContinue reading “How AI powers Self-Checkout for Retail”

The success of AI algorithms relies heavily on the quality and volume of the data. Real-world data collection is costly and time-consuming. Furthermore, due to privacy regulations, real-world data cannot be used for research or training in most situations, such as in healthcare and the financial sector. The data’s availability and sensitivity are two otherContinue reading “What is Synthetic Data Generation and its importance for AI”

Sentiment analysis models focus on polarity (positive, negative, neutral) but also on feelings and emotions (angry, happy, sad, etc), urgency (urgent, not urgent) and even intentions (interested v. not interested). Sentiment analysis and natural language processing can reveal opportunities to improve customer experiences, reduce employee turnover, build better products, and more.  You can analyze textContinue reading “Sentiment Analysis: Why is it important and its Applications”

The insurance industry leads the way in its AI implementation. For each and every insurance actor, artificial intelligence and image recognition present opportunities to offer an enhanced user experience, to optimise costs, or even to free up staff from time-consuming and low added value tasks  Computer Vision for Insurance Computer vision offers the ability toContinue reading “AI in Insurance : How it works and use cases”

Traditionally, the process of looking for, buying, renting, or selling properties has been a manual task. People used to spend a lot of time to shortlist and finalize their dream property. But in the era of digitization, the entire process has become highly streamlined, automated and accurate. The real estate business is much more thanContinue reading “How computer vision is changing Real Estate evaluation”

There is an option that many businesses and researchers must make when developing AI or machine learning algorithms.Since self-learning models need a large amount of annotated data to train before going live, the question arises,whether the model can be trained on manually labeled data or automated labeled data or both. Data Labeling First of allContinue reading “Manual Data Labeling vs Automated Data Labeling”

Employees are without a doubt, One of an organization’s most important intangible assets. They contribute significantly in terms of benefit and sales. As a result, every organisation aims to recruit the best talent available. The good news is that the Human Resources Department is up to the task of digital transformation. Yeah, the recruiting processContinue reading “Benefits of using AI in Recruitment process”

We live in an experience economy, where customers want a personalised experience. Instead of the one-size-fits-all strategy used in the past, they would prefer to visit an eCommerce store and have their needs catered to them individually. Businesses all over the world are using AI to provide consumers with unique items that they are mostContinue reading “Implementation of AI and Data Annotation for E-commerce”