Computer vision

PepsiCo, one of the largest food and beverage companies in the world, takes a deeply customer-centric approach to in-store merchandising and accessibility. Producing iconic brands such as Pepsi, Lay's, and Gatorade, which are enjoyed by consumers a billion times a day, makes strategic product d...

You’re cruising down Highway 101 for a long-awaited hiking trip. Somewhere between Monterey and Big Sur, you park your car and set off on your hike. During your hike, a delivery truck sideswipes your parked car. By the time you return, your insurance app has already detected the incident through te...

Embark on a transformative exploration into the realm of advanced product discovery, where artificial intelligence, deep learning, and computer vision converge to redefine the way users interact with digital commerce platforms. Our latest case study delves into the revolutionary strategie...

In modern life it is almost impossible to imagine a day without a mobile phone. We use them all the time, carry them around everywhere we go, and store very personal information on them, to the point where they become more than just a phone and more than just a gadget. With the technological adva...

With the recent invention of the transformer architecture, we have seen major breakthroughs in the Natural Language Processing (NLP) domain. It is no surprise that attempts to transfer these techniques to other domains is also currently trending. For example, since 2020, the self-attention (SA) mec...

In the modern world, advanced recognition technologies play an increasingly important role in various areas of human life. Recognizing the characteristics of vehicle tires is one such area where deep learning is making a valuable difference. How? Read on to find out. Solving the problem of r...

Visual search is changing the product discovery game for retailers in the accelerated digital playing field. Replacements.com, the world’s largest retailer of tableware, drinkware, silver-flatware and estate jewelry entered the game with a bang! With a catalog of over 11 million products, many with...

In today’s data-driven digital economy, businesses collect an abundance of data to inform and optimize their processes and strategies. An emerging trend in data collection is to analyze road traffic data, including vehicle detection and tracking, mobility patterns, traffic volume, road network perf...

The manufacturing industry is under immense pressure to adopt cutting-edge technology solutions in order to remain competitive in an increasingly digital and on-demand economy. You have to be faster, smarter and more agile to meet customer and industry demands, and process efficiency is fundamental...

Meet Lucy, a nice young lady and enthusiastic fashion shopper. Spring is in the air and Lucy just passed by somebody wearing this truly amazing dress. She positively needs to get something like this, right now. Easy! Lucy opens her favorite clothing store’s website, taps the search bar and type...

The coin recognition system is a great showcase of the power of modern deep learning image processing models. While coins themselves are relatively simple objects, many coins look very similar and it is surprisingly challenging to build a system that can reliably identify a particular coin. That is...

In the modern digital world, we still rely on manual data entry for many important business processes. Needless to say, this leads to slower data processing, frustrated employees and costly errors which could be avoided with automated reliable data entry and processing. Often, even the data which...

Computer vision is becoming essential to successful digital transformation efforts with many compelling uses and many accessible solution options for properly building it. In this blog post, you will learn the basics of computer vision technology and how it fits into the world of artificial in...

In our last post in this series, we discussed the top 10 computer vision use cases in digital retail. In this post, we discuss how you would go about sourcing a computer vision (CV) solution, from acquiring the skills you need from the market or a services firm to using a platform or buying a ver...

Computer vision has become essential to remaining competitive in the digital retail space because it offers innovative customer experiences and process automation that delights customers and cut costs. Customers demand the convenience of features such as visual search or automated question ans...

Replacements, Ltd. is the world's largest retailer of tableware, silver and estate jewelry, including patterns still available from manufacturers as well as those discontinued. Customers looking to expand their collections, along with those who have misplaced or broken pieces, use replacements.com’...

In the middle of your home improvement project, you realize that you've lost a very important screw. You have the matching screw that you need in your hands, and simply need to make another trip to the hardware store. However, a trip to the local hardware store is a hassle, as many of the screws lo...

“Life is better with art” is the motto of Art.com, a leading global online retailer selling high quality art reproductions. Their site lives up to the motto, as they possess the world's largest collection of art, with a meticulously curated catalog of images, featuring state of the art printi...

With an online catalog of over 1M SKUs and a multi-billion dollar e-commerce store, things were going well for the online retailer. However, their search engine’s relevancy was not ideal, hurting their shoppers’ ability to discover the right products and lowering conversion rates. The core pro...

Mr and Mrs. Smith are a regular middle-class couple in the process of remodeling and redecorating their home. After a long and tireless search on Pinterest and other lifestyle websites, they finally found a concept for their new interior decoration plans. The only issue was that actually finding an...

In a previous blogpost we explored how retail companies are utilizing emerging augmented reality (AR) technologies to close the “imagination gap” between the showroom and digital experience to improve their online sales. In this post, we look at the two leading AR frameworks from Apple and Google...

In our previous post, we showed you how to use image recognition to solve the issue of misattribution in e-commerce catalogs. Once you start to trust your models and have trained them to detect a valuable amount of attributes, it is easy to expand from attribute verification to auto tagging. Howe...