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Computer Vision Projects to Keep Up With the Pace of Technological Change

At Vidolab, we are ready to join all sorts of computer vision projects, regardless of their complexity or tight deadlines. The high level of expertise in machine learning, AI, and computer vision alongside our team spirit and competitiveness help us to respond to any technical challenge effectively. We are willing to work for various market niches and have no limits in terms of geographical locations or time zones. Our team can and will stand by up till your project is brought to a successful completion within the shortest terms possible. Browse through our collection of computer vision examples as well as the computer vision projects of ours to realize the true potential of Vidolab!

OUR SPHERES OF ACTIVITY

Computer Vision Projects From Vidolab: Brief Overview of Market Fields


It goes without saying that machine vision projects differ in their complexity from one market niche to another. Regardless of what field you work in and how technically challenging your current project is, our developers always do their best to come up with the most efficient solution. We can tailor machine learning algorithms to the specific needs of your business in such market fields:

Agriculture & Forestry

Agriculture & Forestry

Business Management

Business Management

Energy Sector

Energy Sector

Finance

Finance

Health Care & Smart Homes

Health Care & Smart Homes

Manufacturing

Manufacturing

Public Sector

Public Sector

Scientific Research

Scientific Research

Shopping

Shopping

Transport

Transport

We are thrilled to assist you in setting up, carrying out, and completing any computer vision projects for businesses from the above-mentioned market niches. And even more than that - our developers are always up to stepping out of the comfort zone and take on demanding tasks in new market fields.

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COMPUTER VISION EXAMPLES

Various Market Niches and Limitless Potential: Computer Vision in Detail


Browse through numerous market fields where it makes sense to implement computer vision services from Vidolab.

Agriculture and Forestry

Agriculture and Forestry

Most computer vision projects in agriculture are aimed at perfecting the current farming techniques and forest management activities. To reach that, we collect reliable data to help you make decisions on sustainable land-use planning. The results of computer vision projects can then be used to secure the comfort of rural and urban communities as well as to prevent land degradation.

Business Management

Business Management

Opt for Vidolab if you want to choose management strategies based on a thorough analysis of all available data on your business performance. Assess the behavioral patterns of your client base, pinpoint the workload difficulties of your employees, fix the production flaws easily thanks to advanced machine vision technologies. Apart from identification services, our developers are ready to come up with software that will handle the data about your business performance.

Energy Sector

Energy Sector

Regardless of what resources you work with, Vidolab can be of assistance if you want to make your business sustainable and profitable. We will help you monitor the premises, detect the future spots for mining or drilling, create the 3D maps for better decision-making. Thanks to the machine learning algorithms, you can also and determine dangers related to the specifics of the energy sector, e.g. fires, rockfalls, and explosions.

Finance

Finance

Computer vision projects is an excellent way to minimize the negative influence of human factors in the finance field. Thanks to advanced AI services from Vidolab, it is possible to optimize the current protocols for processing credit card operations online. By sifting through bank documents with computer vision, you can facilitate the authentication of your clients. Also, Vidolab team is capable of creating staff identification mechanisms.

Health Care and Smart Homes

Health Care and Smart Homes

Protecting the premises and granting permission to perform certain tasks are the most common reasons for starting machine learning projects. What is more, with image recognition and video tracking, you can have the latest news about your patients’ symptoms and their daily routines. Process your patients’ sensitive data or tracking their recovery easily! Monitoring newborns, elderly people, and even pets is also possible with Vidolab.

Manufacturing

Manufacturing

Vidolab team is experienced in running computer vision projects related to manufacturing. Usually aimed at optimizing the budget, these projects help you detect and deal with the manufacturing loopholes on all the stages of the production cycle. Detect low-quality items, control an assembly line, improve the packaging protocols - all is possible with professional developers from Vidolab!

Public Sector

Public Sector

Text identification is crucial for most government agencies. Choose Vidolab to run computer vision projects for you to decrease the workload of staff and to guarantee the high level of accuracy. In addition, we offer geospatial services so that you have solid scientific data for planning the infrastructure development. Our developers will help collect all information needed, visualize it, and present in the best light possible.

Scientific Research

Scientific Research

Pick up speed with your scientific project by letting us collect the data and visualize it, while you take your time interpreting the findings. Apart from individual researches, we also work with research centers, libraries, archives, and laboratories. Feel free to contact us if you want to create and index databases, turn your printed sources into editable documents, detect objects of any type and size etc.

Shopping

Shopping

To increase your sales, let us help you track how satisfied your customers are with your goods thanks to advanced video recognition services. We can also inform you about what department or areas attract the most and the least attention of your visitors. Reduce the waiting time, identify your VIP clients, and track the shoplifters with the help of advanced computer vision software we can develop for your specific needs.

Transport

Transport

Do you need fresh ideas on how you can optimize the process of recognizing car number plates, extracting personal data from passports, and identifying accident locations? Choose Vidolab! Protecting airports, highways, parking lots, and railways is one of many computer vision examples that you might need. We can also develop software to track cases of illegal driving and vandalism.

Computer Vision for any Business Niche

We are specializing in computer vision and custom AI software development. Check all our services to see how we can help your business.

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WHAT WE ACHIEVED

Computer Vision Projects from Vidolab in Action


We are proud to say that all our clients, both individuals and agencies, are big success stories. Let us demonstrate you our latest computer vision projects so that one day you can join us!

Amazon UK - Image Compliance Check

Our team has been chosen to create machine learning algorithms capable of validating a number of factors related to the labeling of Amazon packages. Some of the tasks we had to solve were to:

  • Identify the local country language, weight quantity, and ingredient deck presence;
  • Detect allergens and alcohol (more than 1,2% v/v)
  • Specify the storage conditions and energy information.

Government of Georgia - Car Recognition

We developed software to optimize the car license plates recognition on a national level. The main business goal of the software was to recognize and track stolen vehicles. To achieve that goal, we had to:

  • Develop fresh CV algorithms;
  • Choose the image recognition devices;
  • Provide intelligent character recognition services.

Social Network - Real-Time Face Detection

Developers at Vidolab were asked to work on unconventional ways to detect facial expressions of social network users. This case as most of our computer vision projects demanded us to process a huge amount of heave data in order to:

  • Detect and recognize face rectangles on uploaded photos;
  • Add filters to faces;
  • Create avatars for users based on hair, beard, glasses segmentation.

Social Network - Content Filtering

The main goal of this project was to identify not safe for work (aka NSFW) imagery on a social network. To run this project, we have built a neural network that is capable of testing uploaded data and trigger coping mechanisms if NSFW content is found. To achieve that, we had to:

  • Provide video recognition services;
  • Apply image recognition algorithms;
  • Develop the network capable of normalizing the data on social media.

Aldagi - Chatbot

Vidolab was chosen by Aldagi, the insurance company, to develop a user-friendly and effective chatbot. As the existing messenger was not able to cope with identifying the initial intent of a client, we had to train AI to overcome this difficulty. To do so, we decided to:

  • To provide deep machine learning analysis of the existing messenger history;
  • Detect the intent of a customer;
  • Develop the chatbot interface and functionality.

Aldagi - Vehicle Image Classifier

The final aim of this project was to create a vehicle insurance Android app for an insurance company. The app had to allow a user to buy insurance for vehicles without actually visiting an insurance agent. To develop that app, we had to come up with ideas how to:

  • Identify the vehicle manufacturer, type, and color;
  • Recognize the vehicle photo side;
  • Create training dataset and user-friendly admin-panel.

Alternative data group ALTDG - Merchant Name Extraction

Our team was hired to extract the text information, namely a merchant name, from a bank transaction document. As a result, we managed to come up with an advanced neural network that has 97% accuracy. To get this result, we performed the following tasks:

  • Process printed and soft sources from banks;
  • Apply intelligent character recognition algorithms;
  • Develop software that can identify and extract a merchant name.

KeyHub - Image Similarity Comparison

As KeyHub specializes in comparing real estate listings, our task was to create a search engine that could identify similar products by image. To detect the same or similar properties on different web-pages, we had to:

  • Extract feature vectors from images;
  • Come up with ideas for storing image embeddings effectively;
  • Create a search database for image vectors.

Market News - Numbers Extraction

This project was aimed at extracting numbers from unstructured financial news texts. Then, these numbers were to be used for further financial analysis. That is why we had to:

  • Break down complex sentences into speech parts;
  • Identify and extract the numeric information;
  • Sire and sort this data for further research.

Market News - Market Price Prediction System

Our developers were asked to create an aggregation and notification system that could predict how particular news affected prices. To achieve this, we had to process text data and:

  • Add news data to historical price data;
  • Analyze news data with their sentiment;
  • Use recurrent neural networks (RNNs) alongside advanced computer vision algorithms.

Startup Company - Recommender System for Menus

This was one of the computer vision projects where we had the bare minimum of information on a final user. To overcome this problem, we managed to:

  • Analyze millions of menus all over the NY city;
  • Develop an extensive classification of these menus;
  • Create a recommender system for menus.
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