May 26, 2021
Summary: We wondered whether it was possible to apply a generative model for a problem of content synthesis in order to automate the work of graphic designers. So we focused on logotype synthesis and checked this hypothesis. Our aim was to find out the possibilities and limitations of the technology, as well as the prospects of its application for the generation...More >
May 25, 2021
Summary: Can a machine attempt to approach the task of creating unique content that would be indistinguishable from human-produced artefacts? Is it possible to do this with the help of generative adversarial networks (GANs) — by learning the structure of the complex real-world data examples and generating similar synthetic examples that are bound by the same str...More >
March 22, 2021
Transformation in the digital space has completely reshaped shopping, online experiences, and even customer expectations in physical stores. The COVID-19 pandemic’s disruption has turned the industry upside down, bringing with it unparalleled technological innovations. It’s important to consider where these innovations are taking us next by identifying the techn...More >
February 22, 2021
Background removal and blur in a real-time video are in high demand in 2021. Their implementation can be comparable with the snowball effect. This avalanche will eventually sweep all platforms for video meetings. This fact is confirmed by the experience of market leaders that have already implemented such tools. For instance, Google has added Mobile Real-Time Vid...More >
January 19, 2021
This article was written based on our research and expertise of building real-time video processing products, together with creating pipelines for applying Machine Learning and Deep Learning models. When it comes to real time video processing, the data pipeline becomes more complex to handle. And we are striving to minimize latency in streaming video. On the othe...More >
September 30, 2020
Machine learning is a field of research aimed at teaching machines to perform cognitive activity, similar to the human mind. While they are typically much more limited in cognitive ability than the average human, they are able to process vast amounts of information quickly and derive useful business insights. ...More >
September 11, 2020
Artificial Intelligence (AI) is currently being used in marketing and sales for all sorts of processes from personalized shopping to warehouse logistics. Let’s explore how companies can leverage innovations and what algorithms work under the hood. 6 Ways AI And Machine Learning Are Revolutionizing Marketing And SalesDownload PDFBy clicking on the "GET PDF" button...More >
September 03, 2020
I hate shopping in brick and mortar stores. However, my interest in virtual shopping is not limited to the buyer experience only. With the MobiDev DataScience department, I’ve gained experience in working on AI technologies for virtual fitting. The goal of this article is to describe how these systems work from the inside. AR & AI Technologies for Virtual Fit...More >
August 10, 2020
There won’t be any business insights if the data quality is poor. When preparing data, I often go through many different approaches to reach a level of quality of data that can provide accurate results. In this article, I describe how unsupervised Machine Learning can improve data quality in machine learning projects and how it helps to get more accurate bu...More >
July 16, 2020
“Is it possible for a technology solution to replace fitness coaches? Well, someone still has to motivate you saying “Come On, even my grandma can do better!” But from a technology point of view, this high-level requirement led us to 3D human pose estimation technology. In this article, I will describe our own experience of how 3D human pose estimation can be de...More >
June 20, 2020
I know for sure that human behavior could be predicted with data science and machine learning. People lie—data does not. Taking a look at human behavior from a sales data analysis perspective, we can get more valuable insights than from social surveys. In this article, I want to show how machine learning approaches can help with customer demand forecasting. Since...More >
June 18, 2020
As technology advances and more organizations are implementing machine learning operations (MLOps), people are looking for ways to speed up processes. This is especially true for organizations working with deep learning (DL) processes which can be incredibly lengthy to run. You can speed up this process by using graphical processing units (GPUs) on-premises or in...More >
June 09, 2020
Face recognition technology appears in a different light today. Use cases include broad application from crime detection to the identification of genetic diseases. While governments across the world have been investing in facial recognition systems, some US cities like Oakland, Somerville, and Portland, have banned it due to civil rights and privacy concerns. Wh...More >
May 31, 2020
Check the top ten AI trends that business owners should know about in 2021. Thanks to my friends at MobiDev Labs, we identified and summarized our experience and insights. If you’re looking to find a way for your business to take advantage of AI, the MobiDev team is here to help! We specialize in helping businesses explore the different use cases for AI and machi...More >
May 19, 2020
Updated: April 6, 2021 Ask any manufacturer what is the most trendy term in this industry, and you will get an answer like: “Digital transformation”, or “Industry 4.0” powered by Artificial Intelligence (AI). This article describes how AI is transforming manufacturing, giving the business owners a set of powerful tools, such as Machine Learning, Deep Learning, an...More >
March 30, 2020
“Why should I care about a cool new technology until it’s solving any of my problems?” – this was the exact conversation I had with the executive of a water purification plant over a warm cup of coffee. What started as idle chit chat ended up evolving into an insightful and meaningful discussion about AI technologies for defect detection and quality contr...More >
March 25, 2020
AI-powered human-to-machine interactions are nothing new. Public organizations and businesses have been applying data science and machine learning technologies for a while. One of the quickest evolving AI technologies today is natural language processing (NLP). Natural Language Processing Use Cases for Business OptimizationDownload PDFBy clicking on the "G...More >
October 22, 2019
Fraud costs the global economy nearly $5.127 trillion each year. Businesses are heavily investing in cybersecurity technology to combat this problem. Biometric verification, or recognition, is one option that many companies are now considering. But, what is biometric verification—and how does it work? Biometric verification confirms an individual’s identity...More >
September 18, 2019
Have you ever faced challenges while creating user-oriented digital security algorithms? Designing a more efficient solution to replace the creation and maintenance of paperwork for numerous employees is certainly beneficial. However, even it the era of Data Science and Machine Learning, reinventing security-related services is no easy task. Let’s see the a...More >
August 23, 2019
Biometric face recognition technology is a key to security. Finding someone’s photo or video on Facebook or Youtube is easy. These images and videos can be used for ill intent. Face recognition-based biometric systems are vulnerable to attacks via paper photographs, screen replay or 3D face reconstruction. A security system designed to prevent face spoofing...More >
