Computer Vision

Today, there is almost no digital field where 3D assets haven't found their place: CGI, games, VR/AR, physics simulations, fashion design, marketplace…

How much does computer vision technology cost? To make a long story short, the rough cost of the basic AI vision software or pilot project starts at…

Accurate data tracking and measurement are constant challenges in numerous use cases. Can fiducial markers become a solution? Let’s find out. For…

In this article, we will give a brief beginner-level introduction to neural radiance fields (NeRF). We start with basic NeRF theory, followed by NeRF…

People are excited about extended reality . They dream of having a Metaverse where they would spend their time and earn money. And one of the key…

Historically, there have been many Deep Learning (DL) frameworks, like Theano, CNTK, Caffe2, and MXNet. Nowadays, they appear to be dead or dying, as…

In the previous article , we've learned what GStreamer is and its most common use cases. Now, it’s time to start coding in C++. This tutorial does not…

You might have heard of something called “GStreamer”. I know what you think. This is some old and boring geek-and-nerd stuff from Linux, right? But…

This blog post covers some important aspects of deploying and running classical computer vision algorithms as well as convolutional neural networks in…

Are you interested in Computer Vision (CV)? Probably yes, if you are reading this. If you read CV tutorials, you might have noticed that most of them…

Surprising but true: according to market research, customers prefer apples with a maximum diameter of 75 to 80 mm 🍏 Now you know :) People would…

The program is a perfect match for: 🎓 engineering students 💻 software developers who want to switch to the CV / ML / DL domain It lasts up to 2…

As we already explained , MediaPipe is a C++ pipeline library. It is very poorly documented, basically, the only documentation is the comments and…

It was not easy at all to master MediaPipe . We thought little in C++ could surprise us. MP did. They say Google libraries do not work outside of…

In the ML/DL community you can often hear ”Nowadays you must know Google MediaPipe”, “It’s a cool framework”, and sometimes "It's internally used by…

Enhancing the physical world with virtual content, connecting real life with the digital world, and making that interaction an immersive experience…

Augmented reality has already proven its positive impact on many businesses. One of the latest trends is so-called WebAR . Indeed, what can be easier…

Automatic floor segmentation can serve many interesting purposes including mixed reality (MR) applications, interior design, entertainment,…

If you want to dig into Computer Vision (CV) but have no idea where to start, this beginner guide is for you. Here we recommend some sources which…

Apple events always amaze the entire world and 2020 was not the exception. Apple presented the first mobile devices equipped with LiDAR: iPad Pro 11…

What is your first thought when you hear about computer vision (CV) in fashion ? Or, what is the first thing that pops into your head when you hear…

Are you interested in using new technologies such as AI and computer vision in healthcare? Artificial intelligence (AI) and machine learning (ML) are…

A century ago, the very thought of machines being able to think, make complicated calculations, and come up with effective solutions to pressing…

Video is an extremely popular way to represent information. Indeed, sometimes, it is enough to watch a short clip instead of listening to a podcast or…

Our client’s goal was to enhance various printed media (magazines, posters, banners, etc.) with interactive experience using augmented reality . With…

The task of automatic document analysis and recognition is very common in everyday life. Basically, every time when a user needs to automatically…

Object recognition is an important computer vision and machine learning problem. A specific case is automatic target recognition (ATR) on radar…

Fiducial markers are widely used in various applications like robot navigation, logistics, augmented reality . Fig. 1. Applications of fiducial…

The task of accurate cell segmentation is essential for cellular biology and single-cell analysis, as well as for studying biological processes as a…

Augmented Reality (AR) is one of the most popular and challenging fields in computer vision research. It allows supplementing the real world with some…

Synthetic aperture radar (SAR) systems are very popular instrument for high-resolution image of ground surface. Unlike to optical systems, SAR can be…

You’ve undoubtedly seen it before… It’s widely used to process everything from scanned documents to the handwritten scribbles on your tablet PC and…

Currently, the number of cars in the world is well over 1 billion. It is no wonder that one of the most common computer vision tasks is the effective…

Our task was to develop the algorithm for the automatic road detection in radar images . The challenge was that the radar images are a bit different…

Systems and applications for detecting and tracking moving objects, whether people, vehicles, or anything else, are currently in heavy demand. Such…