Human Activity Recognition using high-dimensional visual streams has been gaining popularity in recent times. Using a video input to categorize human activity is primarily applied in surveillance of different kinds. At hospitals and nursing homes, this can be used to immediately alert caretakers when any of the residents are displaying…

The advancement in AI technology has led us to solve several problems with technology working side by side. The complexity of these AI models is growing, and so is the need to understand them. A growing concern is to regulate the bias in AI, which can occur for several reasons…

Human Activity Recognition using high-dimensional visual streams has been gaining popularity in recent times. Using a video input to categorize human activity is primarily applied in surveillance of different kinds. At hospitals and nursing homes, this can be used to immediately alert caretakers when any of the residents are displaying…

High Accuracy Satellite Image Segmentation Satellite image segmentation has been in practice for the past few years, it has a wide range of real-world applications like monitoring deforestation, urbanization, traffic, identification of natural resources, urban planning, etc. We all know image segmentation is color coding each pixel of the image…

Most of our readers who work with Machine Learning or Deep Learning models daily understand the struggle of peeking at the terminal to…

Understanding Attribution and Incrementality — Part 1 Background: Suppose you are looking for a product on a particular website. As soon as you commence on the journey of making; the first search for a product, fidgeting on the idea to either buy it or not, and finally purchasing it, you are targeted or tempted by various marketing…

Natural Language Inferencing (NLI) task is one of the most important subsets of Natural Language Processing (NLP) which has seen a series of development in recent years. There are standard benchmark publicly available datasets like Stanford Natural Language Inference (SNLI) Corpus, Multi-Genre NLI (MultiNLI) Corpus, etc. which are dedicated to…

1. What is Store Traffic Analytics? In-store traffic analytics allows data-driven retailers to collect meaningful insights about customer’s behavioral data. The retail industry receives millions of visitors every year. …

“Cinema is a mirror by which we often see ourselves.” — Alejandro Gonzalez Inarritu If 500 people saw a movie, there exist 500 different versions of the same idea conveyed by the movie. Often movies reflect culture, either what the society is or what it aspires to be.