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    Computer vision solutions development

    Computer Vision

    Analyze your images and videos with more precision than humans do

    Computer vision solutions features

    Computer vision (CV) solutions are already part of our daily lives, even if we don’t notice it on a daily basis. Fixing traffic violations, construction and parking sites, drones and healthcare, retail and agriculture – these are just a few areas of application for computer vision-based solutions to analyze, recognize and classify images or videos.

    Our company has a lot of experience working with deep learning algorithms and we are happy to guide you all the way to create an effective CV solution to solve your business issues.

    Computer vision appplications development Computer vision appplications development

    Computer vision development

    development steps


    Project planning

    Getting started begins with the estimation of the client’s idea together with our team of professionals. We consider the technical requirements of the future project and draw up a step-by-step plan for the development of the Deep Learning model.


    Data labeling and classification

    The next step is very laborious and requires a lot of manual work. We give unclassified data (image, video, text or audio) its own name, and hang a highly accurate “label” so that in the future the system can recognize this data.


    Deep learning model training

    Your labeled data will be used to train the DL model. A deep learning model can be trained to solve your business issues, like processing huge volumes of data and increasing performance or minimizing errors in the future.


    DL model integration

    When the DL model is well trained and we are happy with the results, we  will integrate it into the application. Our specialists have all the skills of software engineers and data scientists in order to simplify the entire deployment process and eliminate the possibility of error.


    DL model deployment

    The Cognitum team puts the model into production and continues to support it. This support can take a lot of time and resources. Based on your business goals, the most important thing for us is to choose the right DL model architecture.


    QA, support

    Our Quality Assurance team is involved in every development process to ensure your solution runs smoothly. What’s more, we’ll fix any bugs for the duration of our pre-specified support period and develop future updates as needed.

    Where we can help you

    embedded systems development for construction

    Deep experience in CV solutions development for construction and other industries.

    IoT solutions development for warehouses

    Manage your companies’ warehouse efficiently with computer vision applications.

    Web development for transportation

    Automate control over the state of the cargo, the work of personnel and all business processes.

    computer vision applications development

    Improve security at job sites and safety of property with latter-day sensors and cameras.

    Tech Stack

    Modelling Languages and Libraries
    Deployment Tools
    Hardware Platforms
    Cognitum software development Python


    Cognitum software development TensorFlow


    Cognitum software development PyTorch


    Cognitum software development C#


    Cognitum software development C++


    Cognitum software development TerraForm


    Cognitum software development Tensorflow Serving

    Tensorflow Serving

    Cognitum software development Google Cloud Platform

    Google Cloud Platform

    Cognitum software development AWS


    Cognitum software development Microsoft Azure

    Microsoft Azure


    Where can computer vision be used?


    Computer vision is used in the development of solutions for interpreting and understanding the visual world (optical recognition, image analysis, quality control, event detection, and others).

    Is CV accurate?


    The accuracy of computer vision solutions is 99%, which is higher than human accuracy. Therefore, these applications are superior to our eyes.

    How much and what data do you need from me?


    The more different data you have, the better and more accurate the end result is. But the most important thing is not only the quantity of data, but also its quality, and in particular the quality of its labeling by professionals.

    What if I have no data at all?


    For some tasks, you may not have data at all. There are huge repositories of data that can be downloaded and used directly. For example, handwriting recognition solutions can use pre-trained models.

    Cognitum rating opinions Cognitum rating opinions Cognitum rating opinions Cognitum rating opinions Cognitum rating opinions
    “The company has shown itself to be an excellent service provider and we are fully satisfied with the quality of their development skills.”
    Since 2011 Cognitum has continuously delivered services to a global construction tools developer company in the areas of computer systems, software development and software quality assurance from prototyping, implementation as well as maintenance. During our cooperation, the company has shown itself to be an excellent service provider and we are fully satisfied with the quality of their development skills.

    Head of Software

    Global Construction Company

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