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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…

Understanding Attribution and Incrementality — Part 1


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.


What is a Hotel Recommendation System?

A hotel recommendation system aims at suggesting properties/hotels to a user such that they would prefer the recommended property over others.

Why is a Hotel Recommendation System required?

In today’s data-driven world, it would be nearly impossible to follow the traditional heuristic approach to recommend millions of users an item that they would actually like and prefer.

There was a time when we considered traditional marketing practices, and the successes or failures they yield, as an art form. With mysterious, untraceable results, marketing efforts lacked transparency and were widely regarded as being born out of the creative talents of star marketing professionals, but the dynamics switched, and…

Gartner’s report reveals that around 37% of businesses across the industries are leveraging AI and ML technologies in some form to scale up the business. …


Affine is a provider of analytics solutions, working with global organizations solving their strategic and day to day business problems

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