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:
We have extensive experience in developing algorithms for image analysis and segmentation. We have worked with various businesses to help them automatically detect and classify entities in images, extract specific features from images, and develop biometrics systems for facial recognition.
nexocode team can develop custom computer vision solutions that can automatically detect, track, and label objects in images and videos. Object tracking can help businesses identify andanalyze the movement of specific targets over time to aid their surveillance capabilities, build intelligent systems for activity recognition or develop traffic monitoring systems.
Our team of ML engineers can help you build visual search capabilities that can power recommendationengines, search engines, and product catalogs. Using deep learning techniques, we can train image recognition modelsthat can accurately identify unique images or even search through large databases to find similar objects based onvisual similarity.
We can help you develop intelligent systems that can automatically analyze video streams and detect events in real-time using deep learning techniques. Whether you need to monitor movement patterns, develop intelligent video description systems, or automate video tagging, we have the expertise to help you build efficient andreliable video analysis solutions.
Using our deep learning expertise, we can develop ICR solutions that can automatically recognize text or handwritten characters in images and videos. This can be used to develop systems for intelligent document processing automation tools, to build OCR engines for scanned documents, or even to search for specific text in videos.
Our team has extensive experience in using Generative Adversarial Networks (GANs) to develop custom image generators that can produce unique images or even realistic-looking video sequences. We can help you build GANs for various applications, including data augmentation, art generation, marketing automation, etc.
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
Data Science Expert
Dorota Owczarek
Design Thinking Facilitator & Product Lead
Oleksandr Zakharchuk
Machine Learning Expert & Advisor
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.
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.
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.
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.
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.
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.
Natural language processing can be used to support your business in many ways. Some of the benefits of NLP include:
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
MINISTRY OF FINANCE
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.
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.
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.
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.
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.
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.
Kickoff
Briefing
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
Sprint
2 days
Identify a high-impact business problem and collaborate with nexocode experts to propose an AI solution.
Proof of AI
Development
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 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.
There are many benefits to using computer vision technologies in business, including:
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.
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.
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.
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.
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!
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.
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.
