Author Archives: Pranjal Ostwal

The word data annotation or data labeling comes when someone is talking about implementing an AI or ML project. So what is machine learning or artificial intelligence? The basic premise of machine learning is that computer systems and programs can become able to improve their outputs in ways that resemble human cognitive processes, without directContinue reading “Importance of Data Annotation for Machine Learning”

One of the great issues of our day is effective waste management, and new digital technology can make life much easier for towns, citizens, and businesses. Automating the processes of garbage sorting and disposal, by switching to AI for smart recycling and waste management, is expected to bring in better disposal methods to recycle sustainably.SmartContinue reading “AI and Data Annotation for Waste Management”

Successful brands all over the world have one thing in common: a thriving online community where the brand’s fans and influencers engage in online conversations that contribute high-value social media content , which in turn provides incredible insights into user behaviour, preferences, and new business opportunities. Content moderation is the process through which an onlineContinue reading “What is Content Moderation and types of Moderation?”

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”