Explainability in AI

Using Explainable AI in Decision-Making Applications

May 10, 2022

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

There is no instruction to a decision making process. However, important decisions are usually made by analyzing tons of data to find the optimal way to solve a problem. That’s where we truly rely on logic and deduction. That’s why surgeons dig into anamnesis, or businesses gather key persons to see a bigger picture before making a turn.  Relying on AI decision m...More >

machine learning and digital marketing

How Machine Learning Improves Marketing Strategies

May 05, 2022

Julia Ramyalg, Senior Marketing and Technology Analyst at MobiDev

Julia Ramyalg, Marketing Team Lead at MobiDev

Did you know that an average marketer spends about 16 hours a week on repetitive tasks, according to a HubSpot survey? The most time-consuming activities are content creation and collection, organizing, and analyzing marketing data from different sources. In this article, we’ll talk about how to delegate some marketing tasks to machines that can learn.  ...More >

How to perform 3D human pose estimation in AI fitness coach apps

Human Pose Estimation Technology Capabilities and Use Cases in 2022

April 21, 2022

Liubov Zatolokina, AI/ML Solution Architect

Liubov Zatolokina, AI Engineer at MobiDev

Human Pose Estimation is a computer vision-based technology that identifies and classifies specific points on the human body. These points represent our limbs and joints to calculate the angle of flexion, and estimate, well, human pose.  While it sounds awkward, knowing the right angle of a joint in a specific exercise is the basis of work for physiotherapists, f...More >

machine learning text recognition

Optical Character Recognition Technology for Business Owners

April 06, 2022

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

With the growing interest in OCR and Machine Learning, more and more business owners are looking for ways to apply this killing combination to optimize their business processes, and if you are one of them, this article is for you. Let’s find out more about what OCR is, how OCR powered with machine learning is different from the original technology, and how ...More >

AI Application Development Guide for Business Owners

AI Application Development Guide for Business Owners

March 24, 2022

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

To start deeply investigating the AI app development process, it’s important to first understand how these projects differ from regular app development projects. When it comes to AI, every problem requires a unique solution, even if the company developed similar projects earlier. On the one hand, there are a variety of pre-trained models and verified approa...More >

how-to-build-ai-financial-app

How To Build an AI-Powered Financial Assistant App

March 24, 2022

Yuriy Luchaninov - Javascript Group Leader at MobiDev

Yuriy Luchaninov, JavaScript Group Leader at MobiDev

Financial well-being makes us feel confident and secure. However, managing personal money is a challenge. Nobody would refuse to hire a professional financial assistant for this job. Imagine access to an expert who knows your spending behavior, can tell you how to save money, how to increase capital and how to achieve your financial goals. And what if such an ass...More >

Machine Learning Application in the Manufacturing Industry

Machine Learning Application in the Manufacturing Industry

March 22, 2022

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

Manufacturers, to keep up with the latest changes in technology, need to explore one of the most critical elements driving factories forward into the future: machine learning. Let’s talk about the most important applications and innovations that the ML technology is providing in 2022. Machine Learning vs AI: What’s the Difference? Machine learning is a subfield o...More >

Artificial Intelligence in Manufacturing: Industrial AI Use Cases

Artificial Intelligence in Manufacturing: Industrial AI Use Cases

March 22, 2022

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

Among large industrial companies, 83% believe AI produces better results—but only 20% have adopted it, according to The AspenTech 2020 Industrial AI Research. Domain expertise is essential for successful adoption of artificial intelligence in the manufacturing industry. Together, they form Industrial AI, which uses machine learning algorithms in domain-specific i...More >

ai-assistant-technology

AI Virtual Assistant Technology Guide 2022

March 15, 2022

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

They can help you get an appointment or order a pizza, find the best ticket deals and bring your attention to the fact you are spending a lot on entertainment instead of investments. We are talking about AI virtual assistants, which have already become a familiar part of our daily lives. But what technologies are under the hood of AI assistants and how can you le...More >

How to implement AI self-checkout in retail

How to Implement AI Self Checkout in Retail if You Are Not Amazon

March 04, 2022

Liubov Zatolokina, AI/ML Solution Architect

Liubov Zatolokina, AI Engineer at MobiDev

Online retail has one key advantage — customer experience. No queues, no delays, and little movement to make a purchase. According to a research from Forrester, 72% of U.S. retail sales will still occur in bricks-and-mortar stores because people want to interact with a product before buying, or simply don’t want to wait for delivery. The idea of checkout-free sho...More >

Artificial Intelligence in Marketing: Boost the Growth in 2022

Artificial Intelligence in Marketing: Boost the Growth in 2022

January 19, 2022

Julia Ramyalg, Senior Marketing and Technology Analyst at MobiDev

Julia Ramyalg, Marketing Team Lead at MobiDev

Industry leaders around the world are using artificial intelligence to enhance their business with marketing technology. Whether it’s analyzing consumer interests and data, guiding sales decisions and social media campaigns or other applications, artificial intelligence is changing the way we understand marketing in many industries. Let’s talk about the latest wa...More >

7 Technology Trends To Change Retail Industry In 2020

7 Retail Technology Trends Reviving the Stores in 2022

December 29, 2021

Liam Shotwell

Liam Shotwell, Writer, Technology Enthusiast

Reviewed by Alex Vasilchenko, AI Engineer at MobiDev Andrew Makarov, Head of Mobile Development at MobiDev   Businesses around the world were rocked two years ago by the beginning of the COVID-19 pandemic. However, with disruption comes great innovation in both physical and digital storefronts. It’s important to consider how technological advancements in the...More >

AI Trends That Matter For Business

Artificial Intelligence Technology Trends That Matter for Business in 2022

December 22, 2021

Oleksii Tsymbal

Oleksii Tsymbal, Chief Innovation Officer at MobiDev

According to 2020’s McKinsey Global Survey on artificial intelligence (AI), in 2020 more than 50% of companies have adopted AI in at least one business unit or function, so we witness the emergence of new AI trends. Organizations apply AI tools to generate more value, increase revenue and customer loyalty. AI leading companies invest at least 20% of their earning...More >

AI Biometrics Authentication for Enterprise Security

AI Biometric Authentication for Enterprise Security

September 24, 2021

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

Biometric authentication technology has been an important industry trend for years, especially in 2021 due to the latest AI innovations available on the market. According to IBM, 20% of breaches are caused by compromised credentials. Worse, it can take an average of 287 days to identify and respond to a data breach. AI based security is increasing in usage and wi...More >

small-object-detection-dataset

Small Dataset-Based Object Detection: How Much Data is Enough?

September 10, 2021

Maksym Tatariants, AI Solution Architect

Maksym Tatariants, PhD, AI Solution Architect at MobiDev

Getting started with any machine learning project often starts with the question: “How much data is enough?”. The response depends on a number of factors like the diversity of production data, the availability of open-source datasets, the expected performance of the system, and the list can go on for quite a while. In this article, I’d like to debunk a popular my...More >

How to choose the best GPU for your machine learning project

GPU for Deep Learning: Benefits & Drawbacks of On-Premises vs Cloud

September 02, 2021

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

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 >

Machine Learning Trends to Impact Business in 2021-2022

Machine Learning Technology Trends To Impact Business in 2022

August 27, 2021

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

Like many other revolutionary technologies of the modern day, machine learning was once science fiction. However, its applications in real world industries are only limited by our imagination. In 2021, recent innovations in machine learning have made a great deal of tasks more feasible, efficient, and precise than ever before. Powered by data science, machine lea...More >

AI Visual Inspection For Defect Detection in Manufacturing

AI Visual Inspection For Defect Detection

August 26, 2021

Evgeniy Krasnokutsky, AI/ML Solution Architect, PhD

Evgeniy Krasnokutsky, AI/ML Team Leader, PhD at MobiDev

“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 control. This...More >

Few-shot Learning Explained: Examples, Applications, Research

Few-shot Learning Explained: Examples, Applications, Research

August 16, 2021

Maksym Tatariants, AI Solution Architect

Maksym Tatariants, PhD, AI Solution Architect at MobiDev

Data powers machine learning solutions. Quality datasets enable training models with the needed detection and classification accuracy, though sometimes the accumulation of sufficient training data that should be fed into the model is a complex challenge. For instance, to create data-intensive apps, human annotators are required to label a huge number of samples w...More >

Exploring Deep Learning Image Captioning

July 07, 2021

Diana Malyk, AI engineer at MobiDev

Technologies applied to turning the sequence of pixels depicted on the image into words with Artificial Intelligence aren’t as raw as five or more years ago. Better performance, accuracy, and reliability make smooth and efficient image captioning possible in different areas – from social media to e-commerce. The automatic creation of tags corresponds with a...More >