Deep Learning (DL) Solutions

Unicsoft provides deep learning software development services that allow you to reveal hidden insights by diving deeper into data.

Handle large amounts of unstructured data, build intelligent models, and make accurate predictions with Unicsoft’s deep learning solutions.

thumbnail thumbnail thumbnail thumbnail
Unicosft’s deep learning solutions allow you to make use of your data. Deep learning algorithms handle and process large amounts of data to calculate precise results and get insights without human intervention.
  • Cost and time efficiency. Deep learning solutions can perform a wide range of repetitive and time-consuming tasks.
  • Error-proof. Deep learning solutions offer enhanced accuracy and can avoid common mistakes.
  • Data-driven decision-making. Deep learning can spot and reveal all relations between different data types providing a full market picture.
  • Multiple applications for data processing. Deep learning software can process all data formats including texts, images, videos, and sounds.
Use the acquired insights to respond to changes in market patterns, drive revenue, increase retention, and improve your overall performance. With more and more businesses leveraging the power of deep learning, the market is growing at a blistering pace that is projected to reach $179.9 billion by 2030. There has never been a better time to power up your business with a custom deep learning solution.

What our clients say

1 /

What our clients say

/

Challenges of deep learning

Before your data can do the talking, a number of different processes need to be fine-tuned in order to build a powerful software solution capable of suggesting insightful actions.
Large amounts of data

Training deep learning algorithms requires massive amounts of data to enhance the accuracy of outcomes. Loading your model with as much data as possible can help you increase the efficiency and accuracy of your system.

Lack of common sense

Another problem associated with deep learning is that it is very bad at understanding the context of data. The word “deep” refers to the architecture of the model, not the ability to make sense of the data. It’s a long road to teach a system to understand the context of the data it is processing.

Transparency

The decisions of rule-based software can be traced back to an ‘if’ sequence, but you cannot say the same about deep learning and machine learning algorithms. The decisions made by such systems baffle the engineers who created and trained them. The transparency issue cannot be resolved yet. So be sure to keep this in mind when utilizing deep learning algorithms.

Data quality

Deep learning algorithms require large sets of labeled data. The larger and better the training data set is, the better the algorithms’ performances will be. At Unicsoft, we pay special attention to clearing and labeling data in order to facilitate the effectiveness of deep learning algorithms.

Our work

Why Unicsoft?

Cross-domain expertise
Unicsoft has successfully positioned itself ahead of artificial intelligence trends for over 10 years. Our battle-hardened developers know how to take emerging technologies and turn them into revenue-generating tools for businesses.
Delivered dozens of AI/ ML projects
We’ve built custom AI-powered software solutions for various industries, including fintech, retail, education, supply, and others.
Award-winning company
Unicsoft is a world-renowned AI development company featured in the top vendor lists of Clutch, GoodFirms, and Hackermoon.
Full-cycle software development
At Unicsoft, we have a reliable pool of AI/ML developers, data scientists, and other tech talents as well as fast and well-structured software development processes.

Start your business transformation with Unicsoft

Contact us
We help businesses of all sizes and spheres drive strategic outcomes, create next-level experiences, and improve overall business efficiency with advanced deep learning solutions. Contact us

Deep learning solutions and services

Image recognition

Image recognition

Get a customized image recognition model to identify particular attributes or objects in images.
Speech recognition

Speech recognition

By leveraging the power of acoustic and language modeling algorithms, we power up your solution with speech recognition for speech-to-text processing, voice search and commands, call routing, etc.
Natural language processing

Natural language processing

For a dynamic user experience, our team can load your solution with natural language understanding to enable app features such as machine translation, text classification, language identification, and more.
Video analytics

Video analytics

Our deep learning specialists and data scientists can turn cutting-edge technologies into a high-performance video analytics tool to identify and flag various objects in motion pictures or videos.

Key stages of deep learning development

01
Understand your business requirements
We first need to analyze your business and understand your needs to deliver a software solution capable of resolving your business pains.
02
Define your architecture
Depending on the tasks and goals, we’ll define the network requirements and architecture. Convolutional Neural Networks (CNNs) or ConvNets are used for image recognition and Recurrent Neural Networks (RNNs) are preferred for natural language processing and work with text data.
03
Model compilation
At this stage, we need to define the loss function, the optimizer, and metrics.
04
Model fitting
When all the planning issues are handled, it’s time to fit the model on the training set. While fitting the model, our team is continuously evaluating the training procedure to improve accuracies and reduce the overall loss.
05
Model evaluation
While evaluating the efficiency of the model, we use different metrics like confusion, model performance and quality, and KPIs to identify the model with the highest accuracy.
06
Model deployment
It’s the final stage of any developed and trained model. Depending on the solution built, it can be deployed using the AWS cloud platform or an embedded system.
01. Understand your business requirements
We first need to analyze your business and understand your needs to deliver a software solution capable of resolving your business pains.
02. Define your architecture
Depending on the tasks and goals, we’ll define the network requirements and architecture. Convolutional Neural Networks (CNNs) or ConvNets are used for image recognition and Recurrent Neural Networks (RNNs) are preferred for natural language processing and work with text data.
03. Model compilation
At this stage, we need to define the loss function, the optimizer, and metrics.
04. Model fitting
When all the planning issues are handled, it’s time to fit the model on the training set. While fitting the model, our team is continuously evaluating the training procedure to improve accuracies and reduce the overall loss.
05. Model evaluation
While evaluating the efficiency of the model, we use different metrics like confusion, model performance and quality, and KPIs to identify the model with the highest accuracy.
06. Model deployment
It’s the final stage of any developed and trained model. Depending on the solution built, it can be deployed using the AWS cloud platform or an embedded system.

Streamline your business workflows with deep learning solutions

Get in touch
Our deep learning specialists and data scientists can help your business solve complex problems by utilizing a data-driven approach to streamlining your business workflows. Get in touch

Advance your business with custom deep learning solutions

01
Manufacturing

With AI-powered deep learning solutions, you can forecast future trends and fine-tune your manufacturing up to high and low supply and demand levels.

02
HR and management

Robust deep learning algorithms can help analyze trends, and patterns and automate a wide spectrum of tasks that were once manual.

03
Retail and eCommerce

Deep learning can help you understand your customers better and make your products stand out from the crowd by suggesting personalized content and matching the interest of your customers.

04
Cybersecurity

With fraudsters getting more sophisticated, companies and individuals need to stay a step ahead of hacking attacks. Deep learning can help protect your system as well as IoT devices.

05
Automotive

AI and deep learning can help build self-driving cars with advanced detection controls.

06
Healthcare and medical research

Deep learning can improve patient diagnosing and treatment plans by analyzing trends, patterns, and behaviors.

Read Our Latest Insights

How to Use Predictive Analytics in Retail to Survive the ...

It may seem that every nosedive prefixed with “Great” causes more hearts to flutter than any other word. The Great Depression and the ...
How to Use Predictive Analytics in Retail to Survive the Ret

Sentiment Analysis with NLP: Advantages & Challenges.

Companies need to understand their audience if they want to improve their services, business model, and customer loyalty. However, having a ...
Sentiment Analysis with NLP: Advantages & Challenges

How to Apply AI in Supply Chain to Drive Better Results.

“It was the best of times, it was the worst of times” for supply chain companies. On the one hand, they have technological advancements ...
How to Apply AI in Supply Chain to Drive Better Results

FAQ

What is a deep learning solution?plus
A deep learning solution is made up of battle-tested algorithms that are optimized for machine vision. It features a graphical user interface that eases neural network training without affecting performance.
How does deep learning work?plus
Deep learning is a subfield of machine learning that can improve and learn on its own by examining computer algorithms. Deep learning works with artificial neural networks designed to mimic the process a human uses to learn and perform.
Which cloud service is best for deep learning?plus
The choice of a cloud service provider largely depends on your project needs and requirements. At Unicsoft, we use Google Cloud, Amazon AWS, and Microsoft Azure when building deep learning projects.
Why should I choose Unicsoft as my deep learning development company?plus
With the right IT vendor, you can harness the power of deep learning and AI to enhance productivity, increase competitiveness, and stand out from the crowd. Unicsoft is a leading AI/ML software company with over XX years of experience.
Share with Us Your Case!
Get a Free Consultation!
You will receive a reply within 24 hours.

    As a result of submitting completed “Contact Us” form, your personal data will be processed by Unicsoft. We are committed to respecting your privacy. Read our Privacy Policy.

    Contacts

    Meet us in
    Switzerland

    Frederik Bonde
    Unicsoft partner, founder @paterhn.ai
    Address
    Gotthardstrasse 26, 6300 Zug
    thumbnail thumbnail

    Meet us in
    the UK

    Olga Kotlamina
    Director of Software Engineering
    Telephone
    Address
    2nd Floor, 6 Market Place, London, Fitzrovia, W1W 8AF
    thumbnail thumbnail

    Meet us in
    Germany

    Aleksey Zavgorodnii
    Chief Executive Officer
    Address
    Bahnhofstr. 4a Planegg 82152 Munich
    thumbnail thumbnail

    Meet us in
    Finland

    Dmytro Naumenko
    Business Development Director for Northern Europe
    Address
    Innova 1, Piippukatu 11, 40100, Jyvaskyla
    thumbnail thumbnail

    Meet us in
    Cyprus

    Anna Levkivska
    Recruitment Director
    Address
    Georgiou A', 14, Office 15, Potamos Germasogeias, 4047, Limassol
    thumbnail thumbnail

    Meet us in
    the Netherlands

    Dmytro Naumenko
    Business Development Director for Northern Europe
    Address
    c/o Fluwelensingel 27a, 2806 CB Gouda
    thumbnail thumbnail

    Meet us in
    the USA

    Yurii Kryvoborodov
    Head of Technology Consulting
    Telephone
    thumbnail thumbnail

    Meet us in
    Denmark

    Jawahar Lal Matu
    Regional Director
    Telephone
    Address
    Tuborg Boulevard 9, 1tv, 2900 Hellerup/ Copenhagen
    thumbnail thumbnail

    Meet us in
    Ukraine

    Nadiia Kopylova
    Head of Customer Success
    Address
    39 Ivana Kudri str, office 11, Kyiv 01042
    thumbnail thumbnail

    Meet us in
    Singapore

    Yurii Kryvoborodov
    Head of Technology Consulting
    Address
    The Signature, 51 Changi Business Park Central 2, Level 04-05, 486066
    thumbnail thumbnail
    Unicsoft
    Privacy Overview

    This website uses cookies so that we can provide you with the best user experience possible. Cookie information is stored in your browser and performs functions such as recognising you when you return to our website and helping our team to understand which sections of the website you find most interesting and useful.