AI in Computer Vision
AI in Computer Vision
AI in Computer Vision

Our Expertise in Developing Computer Vision Solutions

At nexocode, we specialize in building custom image and video analysis solutions that are tailored to the unique needs of your business. We use sophisticated algorithms and data processing techniques to help you gain deeper insights into your data and optimize your processes for maximum efficiency. And with our years of experience in both research and industry applications of computer vision technology, we can quickly identify the best solution for your needs and develop robust solutions that meet all your requirements. Some examples of the computer vision projects that we have developed include:

Reach Out to Our Experts

nexocode is a leading provider of custom computer vision software based on deep learning techniques. If you are looking to implement a computer vision project that can support your business, our team of AI experts can help. We have a comprehensive range of computer vision expertise that can benefit many industries. Contact us today to discuss your requirements.

Krzysztof Suwada

Krzysztof Suwada
Data Science Expert

Dorota Owczarek

Dorota Owczarek
Design Thinking Facilitator & Product Lead

Oleksandr Zakharchuk

Oleksandr Zakharchuk
Machine Learning Expert & Advisor

Computer Vision Solutions Across the Industries

AI in Retail and eCommerce

Retail and eCommerce

Computer vision systems can help businesses in the retail and e-commerce industry automate their product catalogs, improve their image search capabilities, or build virtual try-on systems. On-site retail stores can identify customer hotspots by analyzing how they move around in stores or support autonomous checkout solutions. Computer vision techniques can also help generate marketing content such as ads and brochures.

AI in Agritech and Food Production

Agritech and Food Production

Farmers can use computer vision systems to detect crop pests and diseases automatically. With image processing, they can also monitor plant growth and various soil parameters. This can help them save time and money on manual inspection processes. Food businesses can also use computer vision to automate their food quality control processes or even track the provenance of their food products.

AI in Law Enforcement and Security

Law Enforcement and Security

Computer vision can be used to develop surveillance systems that can automatically detect and track objects or people of interest. This can help law enforcement agencies or security businesses improve their security capabilities. Through automated adult content moderation, businesses can keep their user-generated content safe and family-friendly.

AI in Manufacturing and Industry 4.0

Manufacturing and Industry 4.0

Manufacturing businesses can use computer vision for tasks such as automatic inspection, identification of assembly defects on the production line, or maintenance optimization. Real-time video surveillance can assess safety measures in factories. These systems can help improve quality control and reduce manufacturing costs.

AI in Healthcare, Pharma, and Life Sciences

Healthcare, Pharma, and Life Sciences

In the healthcare industry, computer vision applications can be used to develop systems that support medical image processing and analysis. The pharmaceutical and Biotech sectors can benefit from image-based data analysis during research and development phases and quality assurance on manufacturing lines.

AI in Logistics and Supply Chain Management

Logistics and Supply Chain Management

Computer vision can help businesses improve the efficiency of their logistics and supply chains by automating warehouse management systems or through image recognition-based automated sorting. Businesses can also improve shipping accuracy, reduce manual inspection time on cargo, improve smart driver assistance systems or develop intelligent packing systems that adapt to different types of objects.

Custom Computer Vision Solutions Can Support Your Business in Many Ways

Natural language processing can be used to support your business in many ways. Some of the benefits of NLP include:

  • Aiding you with automation of detection, tracking, and labeling objects in images and videos.
  • Bringing safety through visual content moderation or real-time surveillance systems.
  • Helping you make better decisions by improving data analysis and processing capabilities for large image and video datasets.
  • Automated generation of realistic-looking images or video sequences for various purposes.
  • Streamlining tedious and time-consuming tasks such as data entry and document processing through intelligent character recognition.
  • Bringing a competitive edge to your business by offering categorizing or auto-tagging visual content based on visual similarity and interest.

Our Case Studies

To give you a better idea of the type of work we do, here are some case studies of the computer vision projects that we have worked on:

Hospitality Sector

Hotel Image Recognition and Classification Solution

Developing a model that can categorize hotel images?
Challenge Accepted!

Custom Backend Image Recognition


Supporting an X-ray imaging system for customs control with AI and machine learning algorithms

Building a tool to support customs officers with automatic X-ray image analysis and recognition to detect smuggling and tax avoidance?
Challenge Accepted!


See more projects
What Nexocode Can Offer as a Boutique AI Development Company?

How Can We Help - Our Computer Vision Development Services

At nexocode, we offer a wide range of computer vision software development services that can be tailored to your specific needs and requirements. nexocode's offering covers end-to-end computer vision services from strategy, advisory, and consulting to implementation and ongoing production support.

AI Design Sprint

Strategic Consulting and Advisory

We can help you assess the feasibility of using computer vision algorithms to achieve your desired business outcomes and develop a roadmap for implementing your image analysis project. We organize AI Design Sprint workshops focused on image and video analysis where you can unleash the artificial intelligence potential and create new value for your business through digital transformation.

Proof of Concept Development

Data Analysis and Preprocessing

Image analysis requires high-quality visual data to be effective. We can help with image labeling to prepare your unstructured data so that you can get the most out of your computer vision system. We can augment your data sets by building generative adversarial network solutions. Our Data Scientists will support you in conducting exploratory data analysis and advise on building a data strategy.

Data Quality Audit

Computer Vision Software Development

We offer a full range of computer vision implementation services, from developing custom image classification, object detection, movement recognition, or video analysis models to deploying advanced computer vision solutions at scale. Our team of experienced computer vision developers will work closely with you to ensure that your project is completed on time and within budget.

Building Data Systems

Custom Product Development

As a computer vision development company, nexocode provides full-cycle custom product development services to help you build image processing solutions from scratch or improve your existing computer vision system. We have a team of experienced product designers and developers who can lead product development in an agile way.

Custom AI Software Development

Computer Vision Integration and Maintenance Services

We can support you in computer vision system integration with your existing solutions and workflows. We will work closely with you to understand your requirements and ensure that the integration is seamless and effective. In addition, the nexocode team can provide application maintenance and support for your solution.

A development process that brings AI results in weeks, not years


2 hours

Explain your business and share your pain points to gain insights into AI capabilities and an approach designed by our nexocode experts.

AI Design

2 days

Identify a high-impact business problem and collaborate with nexocode experts to propose an AI solution.

Proof of AI

4 – 12 weeks

Rapidly build an AI model that solves your problem and subsequently test machine learning algorithms on your datasets.

AI Application Deployment
in Production

3 – 9 months

Build automated pipelines, scale, and deploy your artificial intelligence app into production. Adjust algorithms to meet your desired benchmarks.

Computer Vision Solutions Development - Your Questions Answered

What is computer vision (CV)?

Computer vision or CV is the field of artificial intelligence that deals with training computers to interpret and understand digital images, videos, and other visual data. This is done through the use of algorithms that enable the computer to identify objects, faces, text, movement, and other features within an image or video.

What are the benefits of applying computer vision solutions?

There are many benefits to using computer vision technologies in business, including:

  • improving product quality by automating manual image analysis tasks such as object detection, tracking, and classification
  • reducing costs through automated image labeling, data extraction, and data segmentation
  • enabling more effective marketing and customer analytics through the use of image recognition and analysis tools to better understand consumer preferences and behaviors
  • enhancing security by integrating image analysis for surveillance or automated content moderation
  • saved time and money through automation of workflows such as OCR document processing, and manual data entry
What is the difference between machine learning and computer vision?

Machine learning is a subfield of artificial intelligence that deals with the design and development of algorithms that can learn from data. Computer vision is a subfield of machine learning that deals with the design and development of algorithms that can understand and process visual data.

Will a computer vision system bring value to my company?

Thoroughly understanding your business needs is critical to determining whether a computer vision project will bring value to your company. As a general statement, computer vision can be applied to many industries and business functions to improve quality, efficiency, and security.

There is no guarantee, however, that a custom computer vision software will get this expected value or the total cost will not be too high to handle. That is why a detailed planning phase and an iterative approach are crucial in every AI-based project. Only in this way will you be able to predict the cost, income, and break-even points of your development. There are ways to reduce the risk of not getting value from AI solutions. nexocode's approach is based on a deep understanding of the needs of the projects and the possibilities of current AI technologies coupled with the iterative process. Our project methodology focuses on delivering value as early as possible and starting small with AI Proof of Concept development.

You can find out more about how to turn AI into a profitable investment in our article on theROI of AI. Our team will help you leverage the latest AI tools and methodologies to create practical data-driven applications that deliver real business value.

How much data do I need for a computer vision project?

There is no one-size-fits-all answer to this question. The amount of data required for computer vision software will depend on the type of task you are trying to accomplish, the complexity of the task, and the available resources. However, it is advisable to have as much data as possible when working on deep learning projects, as more data will allow the algorithm to learn and improve its performance.

Our Data Scientists are experienced in providing preliminary Data Quality Audits and in preparing a dedicated data collection strategy for our clients.

I have a lot of data. Can nexocode help me clean and prepare it for computer vision?

We are experienced in working with a wide variety of data sources and formats. We can help you clean and prepare your data for image analysis. Our team can also help you not only with preprocessing or data labeling but also with designing and implementing a custom data collection strategy tailored to your specific needs.

How much does it cost to develop a computer vision solution?

Wisely navigating the complexities of computer vision development requires specialized expertise and experience. At nexocode, we have a team of experienced computer vision engineers who can help you evaluate your needs and determine an optimal approach for your project. The cost of developing computer vision solutions will depend on a number of factors, including the complexity and scope of the project, the technology used or the need for additional integrations. Whichever approach you choose, we will work with you to find the right balance between cost and quality and ensure that your project stays on track. To estimate your custom computer vision product idea, get in touch today!

Which programming languages and frameworks are used to build computer vision solutions?

Choosing which technology should be used to build computer vision solutions will depend on the specific task you are trying to accomplish and the technology that you want to use or already use within other services. At nexocode, we have experience using a variety of different programming languages and frameworks, including Python, Keras, TensorFlow, Google Cloud ML Engine, and OpenCV. We prefer a technology-agnostic approach to make sure to select the computer vision techniques, platforms, and libraries that work best for your task.

How to integrate computer vision solutions with internal systems?

Many companies already have a large investment in internal systems and data. nexocode can help you leverage this investment by integrating computer vision solutions with your existing systems. Our computer vision experts have experience working with a variety of different technologies and can help you determine the best way to integrate computer vision into your existing system and ensure that the integration is executed seamlessly.

Do you want to talk
about your idea?

Dorota Owczarek - AI Product Lead
Dorota Owczarek AI Product Lead schedule a call

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