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 ML can help in data preparation for machine learning projects and how it helps to get more accurate business in...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 >
June 02, 2020
Today digital transformation reshapes shopping, online experiences, and even customer expectations of physical stores. The COVID-19 outbreak changed not only our every-day life but also the way of doing business. But by turning the world upside down, it also brought many technological innovations. Being involved in software development, over the latest months, ...More >
May 31, 2020
Check the top ten AI trends that business owners should know about in 2020. 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
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” And where are artificial intelligence and machine learning? This article describes how AI and machine learning algorithms work in manufacturing. AI and Machine Learning as the Next Big Thing in ManufacturingDownload PDFB...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 >
June 25, 2019
Personalization is a standard for most marketing strategies—and your app should not be different. But what does it actually mean? Personalization is when you address your customers directly, showing them that you understand their pains and needs. Thus, you show them a situation where they can recognize themselves and suggest solutions based on your product or ser...More >
June 20, 2019
Speech has always been the favored mode of communication. A person speaks an average of 15,000 words each day. And in contrast with other forms of communication like writing, speech is simple and easy to use. People feel most comfortable expressing themselves with speech. It removes the need for proper spelling, spellcheck, and any associated issues. Consequently...More >
