GAN Image Generation With StyleGan2

May 26, 2021

Maksym Tatariants, AI Solution Architect at MobiDev

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 >

GANs Technology: Use Cases for Business Application

May 25, 2021

Maksym Tatariants, AI Solution Architect at MobiDev

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 >

7 Technology Trends To Reshape The Future of Retail Industry in 2021

March 22, 2021

Liam Shotwell, Technology Enthusiast

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 >

Deep Learning-based Background Removal And Blur In A Real-Time Video

February 22, 2021

Liubov Zatolokina, AI Engineer at MobiDev

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 >

AI Assisted Real-time Video Processing

January 19, 2021

Serhii Maksymenko, Data Science Solution Architect

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 >

5 Essential Machine Learning Techniques For Business Applications

September 30, 2020

Oleksii Tsymbal, Chief Innovation Officer at MobiDev

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 >

6 Ways AI And Machine Learning Are Revolutionizing Marketing And Sales

September 11, 2020

Romy Catauta, Marketing Professional

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 >

Virtual Fitting Room Development Using AR & AI Technologies

September 03, 2020

Maksym Tatariants, AI Solution Architect at MobiDev

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 >

Improve Data Quality With Unsupervised Machine Learning

August 10, 2020

Liudmyla Taranenko, AI Solution Architect at MobiDev

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 >

Human Pose Estimation Technology 2021 Guide

July 16, 2020

Maksym Tatariants, AI Solution Architect at MobiDev

“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 >

Machine Learning In Demand Forecasting For Retail

June 20, 2020

Liudmyla Taranenko, AI Solution Architect at MobiDev

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 >

Scaling Up Your Deep Learning: GPUs, Cloud, and Everything in Between

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 >

How Deep Learning Can Modernize Face Recognition Software

June 09, 2020

Serhii Maksymenko, Data Science Solution Architect

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 >

10 AI and Machine Learning Trends To Impact Business in 2021

May 31, 2020

Serhii Maksymenko, Data Science Solution Architect

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 >

AI in Manufacturing: Use Cases and Trends in 2021

May 19, 2020

Serhii Maksymenko, Data Science Solution Architect

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 >

AI-Based Visual Inspection For Defect Detection

March 30, 2020

Serhii Maksymenko, Data Science Solution Architect

“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 >

Natural Language Processing (NLP) Use Cases for Business Optimization

March 25, 2020

Ilia Iorin, Data Science Engineer at MobiDev

  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 >

Multimodal Biometric Verification for Business Security

October 22, 2019

Aleksandr Solonskyi, Data Science Solution Architect at MobiDev

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 >

How Machine Learning Optical Character Recognition Could Be Implemented

September 18, 2019

Aleksandr Solonskyi, Data Science Solution Architect at MobiDev

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 >

Anti-spoofing techniques for liveness detection in face recognition

August 23, 2019

Serhii Maksymenko, Data Science Solution Architect

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 >