AI & Data Science Blog

Autonomous Aerial Robots: Harnessing Artificial Intelligence in Agriculture | AI in Farming | Drone Technology

Discover AI in agriculture with autonomous drones. Revolutionizing apple harvesting, increasing efficiency, reducing costs, and promoting sustainability. The future of farming is here with AI.

Read more

MAGVIT: Revolutionizing Visual Content with Advanced AI Technology for Businesses

Transform your visual content with MAGVIT, the advanced AI technology for businesses. Enhance colors, adjust lighting, and remove imperfections effortlessly. Boost your social media marketing with captivating visuals. Discover real-life success stories and unlock the full potential of your brand.

Read more

Leonardo.AI: Enliven your photo and help make it better

Revolutionize your digital experience with Leonardo.AI, the AI-powered editing tool. Enhance your photos and videos, and seamlessly incorporate new elements. Perfect for personal use, business marketing, education, and arts. Harness the power of AI for unparalleled creativity

Read more

Zeroscope by Replicate: Unleashing AI-Powered Video Editing and Machine Learning for Next-Gen Digital Content Creation

Zeroscope by Replicate harnesses AI and Machine Learning to revolutionize video editing. Accelerating digital content creation, it provides businesses with a pivotal competitive edge in today's dynamic digital ecosystem

Read more

Revolutionizing Video Editing: An Introduction to Keyframes Studio

Discover Keyframes Studio, an AI-powered video editing tool for high-quality content creation. Perfect for digital agencies, content creators, and businesses looking to elevate their video marketing strategy with AI technology.

Read more

SnapCalorie: Harnessing AI in Nutrition for Effective Calorie Counting

SnapCalorie, an AI-powered app, is changing nutrition management. This article explores how it simplifies calorie counting for individuals and offers valuable data for businesses.

Read more

Drag Gan: Harnessing the Power of Artificial Intelligence for Streamlined Photo Editing

Dragging, an AI-driven photo editing tool, simplifies the editing process for both novices and professionals. It allows easy object manipulation, emotion correction, and style experimentation, ensuring visually appealing and personalized images in less time.

Read more

Submagic: Instant subtitles

Dive into the world of Submagic - a cutting-edge AI technology erasing language barriers. Discover how real-time transcription and translation are revolutionizing accessibility, enhancing user experience, and expanding business horizons globally.

Read more

Beeble: Revolutionizing Lighting in Film & Photography

Beeble: The AI-powered lighting solution for film and photography. Enhance image quality, save time and costs. Handles multiple images in one frame. Revolutionize lighting adjustments, unleash creativity, create stunning content. Perfect for professionals and businesses.

Read more

Desktopus AI: New level presentation

Explore Desktopus AI, the game-changer for business presentations. With dynamic visuals, automatic translation, and smart analytics, it's your key to memorable, effective communication. Ready to revolutionize your presentations?

Read more

Willow-X: The Ultimate Gardening and Home Security Solution

Explore Willow-X, the innovative robot gardener and home security device. Learn how its AI-powered systems transform garden maintenance, security, and outdoor cleanliness while being environmentally friendly. Discover its potential benefits for both homeowners and businesses

Read more

Revolutionizing Content Creation: A Comprehensive Review of Canon PowerShot V10

Uncover the PowerShot V10's game-changing features for vloggers and content creators, from superior AI-powered image correction to effortless live streaming capabilities. Elevate your content creation with Canon's innovative camera

Read more

Adrenaline: Harnessing the Power of AI in Code Review and Optimization

Discover 'Adrenaline', an AI tool revolutionizing software development through automated code reviews, optimization, and enhanced security across multiple programming languages.

Read more

ScribbleToArt: Revolutionizing Art Creation with AI

Unleash your creativity with a technological marvel from CONNECT STUDIO. This solution lets your imagination fly, turning humble doodles into striking visuals. Platform paves the way for efficiency, cost reduction, and inclusivity in artistic expression

Read more

MONIC: Leveraging AI for Success in Education and Beyond

This article explores the revolutionary artificial intelligence tool, Monic, that transforms the learning and examination process for students, educators, and businesses. The piece articulates how Monic assists institutions in assessing and training their students or employees

Read more

Frontiers of DeepMind AI in the high-performance computing

Matrix multiplication is one of the basic linear algebra operations that is used almost everywhere. Surprisingly, DeepMind developed a neural network that found a new multiplication algorithm that outperforms current, the best algorithm. In this article, we will discuss the research in more detail.

Read more

BroutonLab is recognized by Corporate Vision as the Best Data Research & Consulting Company in 2021

BroutonLab has been named the Best Data Research & Consulting Company in 2021 by Corporate Vision in their 2021 Artificial Intelligence Awards.

Read more

What is Automated Data Processing?

Automated data processing went a long way from punched cards to rows of computers. It refers to processing large amounts of information with minimal manual input, then showcasing the results in a comprehensible way. What are its strong points, and where is it being used?

Read more

Twitter Sentiment Analysis in Python using Transformers

Twitter is a social media platform, and its analysis can provide plenty of useful information. In this article, we will show you, using the sentiment140 dataset as an example, how to conduct Twitter Sentiment Analysis using Python and the most advanced neural networks of today - transformers.

Read more

A Complete Review of the OpenCV Object Tracking Algorithms

Everyone interested in computer vision applications has faced an object tracking problem at least once in their life. In this article, we will consider OpenCV object tracking methods and the algorithms behind them to help you choose the best solution in your workflow.

Read more

BroutonLab is recognized by DesignRush as a Top 30 AI company in 2021

BroutonLab has been named as one of the Top 30 AI companies in 2021 by DesignRush. The list identifies the AI companies leading artificial intelligence research and driving innovation in the field.

Read more

Intuitive Explanation of Meta-Learning

Meta-Learning is a rapidly developing field of Data Science. It addresses the challenges common to deep learning models, such as the need for large datasets for training and massive compute power.

Read more

Adversarial Attacks on Deep Learning Models

Deep learning models are vulnerable to attacks from the adversary. In this article, we will consider various adversarial attacks on deep learning models as well as defense methods against them. In the second part, we will implement some attacks and hack a real neural network on PyTorch.

Read more

An overview of Transformer Architectures in Computer Vision

In this article, we discuss topics such as adapting transformer architecture from NLP for image processing. We will explore novel vision transformers architectures and their application to сomputer vision problems: object detection, semantic segmentation, depth prediction.

Read more

Data science experiments management with Weights & Biases platform

Each data scientist conducts many different experiments in order to find the best set of hyperparameters. In this article, we will consider the platform, which allows you to efficiently manage and log your experiments - Weights & Biases.

Read more

Efficient Hyperparameter Optimization with Optuna Framework

Hyperparameters optimization is an essential part of machine learning and deep learning projects. Manually selecting the best hyperparameters is not easy. This is the case especially for complex models such as neural networks.

Read more

Facial Recognition Technologies in the Era of COVID-19

This article touches upon the problem of generation synthetic dataset to solve the face recognition problem in a pandemic era. We explore both an existing approach to augment datasets by masks and proposed own. And in addition, we described the common problem of current open-source facial datasets.

Read more

Overview of modern detectors for human pose estimation

In this paper, we reviewed three different pipelines for human pose estimation detectors, namely the most popular detectors on Github (OpenPose and Simple Pose) and a lighter weight model from TensorFlow - PoseNet (tflite).

Read more

BroutonLab is recognized by Techreviewer as a Top Machine Learning company in 2021

BroutonLab has been named one of the top machine learning companies by Techreviewer.co. The list of leaders was compiled based on experience, quality of services, and reliability of the development companies.

Read more

Deep Learning: What Is It and Why Is It Important for Finance?

Data science has been an essential component of the finance sector for a while now. The finance industry provides the necessary ingredient for deep learning - big data. This post will dive into the basics of deep learning, its applications, and its relation to finance.

Read more

Top 10 Data Science Trends in 2021

New Year brings many things to look forward to. Data science is an ever-growing area full of things to be excited about.

Read more

Data Science vs Computer Science What Is the Difference?

Some people believe that data science is more or less the same thing as computer science. In this article, we will take a closer look at the overlapping areas and the specific differences between the two.

Read more

How to Build a Machine Learning Model for Beginners

In this guide, we will provide you with a simple overview of the steps for creating your first machine learning model.

Read more

How do Machine Learning Pipelines Work?

Machine learning pipelines have become a core ingredient in every successful business that gets the most of its data. This guide will help you decide on how to build your first machine learning pipeline.

Read more

How IoT and Computer Vision Revolutionize Parkings

Combining the Computer Vision and Internet of Things (IoT) to create intelligent parking solutions can solve many current problems, like traffic congestion, crowdedness, air pollution, and improve the quality of life.

Read more

How COVID-19 Accelerates Growth of Text-to-Speech Market

Text-to-speech generation market has risen to potential during COVID-19. Powered by data science, it aims to usher into its new era. Visually impaired people and people who learn new languages heavily benefit from this technology.

Read more

How to Summarize Medical Texts Using Machine Learning

Text summarization is the process of selecting the most crucial information from a text to create its shortened version based on a specific goal. There are two different approaches used to solve this task automatically. In this article, we will show you h

Read more

5 Data Management Tips for Small Business

Data management for small businesses is considered challenging to handle, especially if you step into it for the first time and find tons of unsorted data generated over months. That’s why if you feel that your business is lagging behind with the data wai

Read more

How Data Science Solutions Are Fueling Growth of Fintech

Fintech aims to compete with traditional financial methods with the power of machine learning and AI. Data science firms are becoming an integral part of Fintech and are promising a new revolution. The best way a Fintech company can enjoy these benefits i

Read more

How to Deal With the Lack of Data in Machine Learning

Machine Learning and AI require a certain amount of data for efficient analysis, training, and performance, as if the data sufficiency lacks, it won't be possible to accomplish a reliable project. So how do data scientists deal with the lack of data?

Read more

The Future of Machine Vision in Manufacturing

Machine vision combines camera recording with the perception of what it records. It implies many useful applications in manufacturing. From smarter robots to intelligent monitoring systems, machine vision can optimize many processes in manufacturing and d

Read more

How artificial intelligence can improve your business processes

Artificial intelligence can elevate any organization and optimize business processes in many ways. From AI process automation to sentiment and cognitive analysis, AI is the first stop to visit if your business needs optimization.

Read more

Artificial Intelligence Evolution: From Narrow AI to Super AI

Despite all AI advancements, it’s still in the primary stage. Today, we have narrow AI, which is an AI developed to process single tasks and take simple decisions based on data. AI evolution might lead to super AI that will be able to outsmart humans.

Read more

How AI Can Protect Retailers and Consumers From Counterfeits

The Internet is home to counterfeiters. They rip off famous brands by selling their low-quality items under their branding. Artificial intelligence can help protect retailers and consumers. No one likes selling and buying fake products. How can AI help ev

Read more

ANPR to Power the Development of Smart Cities

Smart cities are the future, but they wouldn’t be possible without automatic number plate recognition. ANPR uses computer vision and deep learning to recognize license plates. The benefits are many, from reinventing automated parking to aiding law enforce

Read more

How Nanotech and AI Will Change Healthcare

Nanotechnology promises to revolutionize the healthcare industry. Working on an atomic level, it can reach areas doctors can. With artificial intelligence, the future of healthcare might look completely different.

Read more

How Computer Vision Can Help Fight the Pandemic

There are many applications of computer vision that make it a successful tool for fighting the COVID-19 pandemic. It can help regulate social distance, and detect who is wearing a mask. Also, computer vision might change healthcare for the better in the f

Read more

How Can 5G Revolutionize App Development?

New technologies drive app development to new limits. 5G brings faster speeds and connects more devices than ever. Such benefits are crucial for app development, and it’s interesting to see how software developers use them.

Read more

How to Hack AI?

I presence in every sector raises concerns about machine algorithm security. Can hackers trick AI algorithms, exploit them, and circumvent all security? Among data scientists, not many are willing to talk about vulnerabilities of machine learning and AI.

Read more

How Can AI Help Retailers Discover Why Behind the Buy?

AI uses massive amounts of data to form a decision. The retail business can benefit from AI by learning how customers think. There are many ways AI can increase profits for both physical and online stores, especially in the COVID-19 era.

Read more

How Can Synthetic Data Solve the AI Bias Problem?

With AI making crucial decisions, a concern has appeared whether AI bias can affect women, racial and ethnic minorities, or non-straight people. The problem even occurs in major big data companies like Google and Amazon. How can Synthetic Data help resolv

Read more

How to Find and Recruit Data Scientists Like a Pro?

There is a lot of hype surrounding terms like AI, machine learning, predictive analytics, and neural networks lately. Data science consulting companies promise to create machine learning models to solve any problem. However, how to identify "fake" data sc

Read more

Top Three Applications of Natural Language Processing

Explore a range of natural language processing applications (NLP) in social media, recruitment, customer service and how AI-powered NLP is changing business processes.

Read more

Advantages of Using AI in Mobile Apps Development

Artificial intelligence is already widely used in the mobile app development industry. Applications of AI in mobile apps include speech recognition, recommendation systems, voice search, intelligent character reading, and many more.

Read more

What Is Data Science Consulting?

This article aims to uncover a holistic data science solution that will allow your business to leverage the power of AI with the least risks. Choose your direction after weighing the pros and cons to avoid pitfalls and extra costs.

Read more

How COVID-19 Will Boost Adoption of AI-Powered OCR in Banking

OCR (optical character recognition technology) technology has been around for over 30 years. Banks were slow to adopt AI-based document digitization. The main reasons for that were lengthy approvals, security requirements, and bureaucratic constraints.

Read more

Three Cool Applications of GANs in eCommerce

Learn how AI-empowered Generative Adversarial Networks can help you grow your eCommerce business.

Read more

How eCommerce uses Natural Language Processing (NLP) in 2022

Every day we face an enormous volume of text and voice data. How can we systemize this information and decide on the right response? Here is where we need NLP.

Read more

How Facial Recognition Works with Face Masks

Face recognition existed in one form or another since the 1960s. Recent technological advancements brought it to our daily lives

Read more

Generate Text to Speech Online with Any Voice

Generative Adversarial Networks (GANs) that appeared in 2014 made it possible not only to perform image style transfer but also to generate text to speech with any voice.

Read more

MangaGAN: generation of high-quality manga images from photo

The authors suggested an interesting approach for solving of manga faces generation from photo problem.

Read more

We won "Week of Science 2019" competition!

Dmitriy (one of our teammates) has won the scientific competition "Week of Science 2019" held by the Institute of Mathematics, Mechanics and Computer Science, SFeDU. His research work is dedicated to solving the Sky Segmentation problem. Here is an exampl

Read more

Your first face detection program with OpenCV

A common problem in Computer Vision is the face detection, which can of course, get solved by many approaches such as Machine Learning or Deep Learning.

Read more

BroutonLab launches free course on Deep Learning

Since the 3d week of February BroutonLab has started new course on Deep Learning. The lecturing will be performed on the Faculty of Mathematics, Mechanics and Computer Science of SFEDU (Southern Federal University, Russia).

Read more

Creating a simple neural network in Python

Today we’ll create a very simple neural network in Python, using Keras and Tensorflow to understand their behavior.

Read more