Computer Vision
Are you ready to unlock the potential of visual data with computer vision? You've come to the right place. We specialise in custom software development. If you aren’t sure which vision technology is right for your business needs, we're here to guide you! As AI consultants, we can help you understand the practical benefits of vision-enabled solutions and choose the right fit.
How Computer Vision Works
The Basics of AI Image Analysis
AI image analysis involves using artificial intelligence and machine learning models. Computer vision can identify objects, recognise patterns, and extract meaningful information from videos and images in real time. Vision AI enables computers to process videos and images similarly to human vision but with greater speed and accuracy.
The Power of a Single Image
An image is truly worth a thousand words. A single high-resolution photo can hold an unexpected amount of information about colours, shapes, and textures. Advanced computer vision algorithms can analyse this data. Insights from a single image can improve decision-making. The more images that are analysed, the more business intelligence is acquired. For example, in the manufacturing industry, an image can reveal product defects and help make sure that only high-quality products are produced.
Computer Vision Techniques
Various computer vision techniques are used to enable computers to interpret and understand videos and images of the world. These techniques involve categorising images, identifying and locating objects within them, and segmenting images into meaningful regions for easier analysis. They often rely on convolutional neural networks (CNNs) and other machine learning models to recognise patterns and extract insights from visual data.
Computer vision applications are often built using knowledge extracted from these computer vision techniques. For example, people counting in crowded areas is a common application that uses methods like object detection to provide valuable insights for event management, urban planning, and security.
Let's see some examples:
- Object detection
- Image Classification
- Segmentation
- Object Tracking
- Pose Estimation
- Facial Recognition
Why Does Computer Vision Matter?
Enterprise AI is rising, and computer vision can drive innovation and provide a competitive edge. One of the most important benefits of AI Vision is that it can redefine how businesses operate. Integrating computer vision and machine learning into your business processes automates repetitive tasks and ensures consistent analysis.
It also increases safety and security through advanced surveillance and monitoring and can improve customer experiences with personalised services and immersive applications.
Applications of Computer Vision
Nowadays, almost any industry, from maritime transport to the food industry, can find computer vision innovations advantageous. Here are some examples of interesting computer vision applications:
AI in Manufacturing
In the manufacturing sector, computer vision can be used in quality control by inspecting products for defects. These systems can spot tiny flaws that humans might miss. Similarly, computer vision can also help predict equipment failures. By analysing images from machinery, it can detect signs of wear and tear before they cause major problems. Sound interesting? Keep reading about computer vision in manufacturing.
AI in Healthcare
Another interesting industry that computer vision is being integrated into is healthcare. Computer vision can be used to analyse medical images for early detection of diseases. Artificial intelligence can help doctors spot tiny abnormalities in scans that the naked human eye might miss. Computer vision can also help monitor patient health. It analyses visual data from wearable devices to detect signs of health issues before they become serious. Want to learn more? Explore how computer vision is reshaping healthcare.
AI in Architecture and Construction
A fascinating field where computer vision is making an impact is architecture and construction. Computer vision can be used to create detailed 3D models of buildings to aid in design and planning. It can also monitor construction sites for safety compliance and detect potential hazards to keep workers safe. By analysing images and videos from construction sites, vision AI can give insights to keep projects on track and within budget. Curious to know more? See how computer vision is being used in architecture and construction.
AI in Finance
The finance industry is also actively using computer vision. Computer vision can come in handy when trying to increase security by recognising fraudulent transactions and identifying suspicious activities through video surveillance. Also, computer vision can streamline document processing by extracting information from cheques, invoices, and other financial documents with high accuracy. Interested in the details? Learn how computer vision is transforming the finance sector.
AI in Smart Retail
In smart retail, computer vision is changing the way we shop. It can be used for inventory management by tracking stock levels and predicting shortages. Vision AI also reimagines the customer experience with features like cashier-less checkouts. Items can be automatically recognised and billed as customers leave the store. Want to dive deeper? Find out how computer vision is changing the future of retail.
AI in Agriculture
Farmers can use computer vision to monitor crop health and detect diseases and pests early through aerial images and ground-level photos. It can also be useful for automated harvesting, identifying ripe produce and picking it efficiently. Eager to learn more? Read more about how computer vision is making farmers' lives easier.
AI in Aerospace
In aerospace, computer vision plays an important role in inspecting aircraft for maintenance and detecting issues that might be overlooked during manual checks. Also, machine learning techniques can be used to analyse satellite images to provide valuable insights for weather forecasting and environmental monitoring. Interested in the possibilities? Explore how AI image analysis is integrated into aerospace technology.
AI in Autonomous Vehicles
One of the most exciting applications of image analysis and machine learning algorithms is in autonomous vehicles. Image or video analysis using AI makes it possible for self-driving cars to understand their surroundings. Computer vision helps in object detection, lane keeping, and traffic sign recognition, making self-driving cars safer and more reliable. Want to know more? Discover how computer vision is driving the future of autonomous vehicles.
What Does TechnoLynx Bring to the Table?
Open-source AI is becoming more common. So, why do you need machine learning consulting, and what do we contribute? At TechnoLynx, our expertise in artificial intelligence, especially in computer vision, allows us to create accurate and efficient models for detecting and analysing visual data using deep learning methods. We provide customised solutions tailored to your needs, whether it's automating processes or developing new products.
Our skilled engineers use advanced algorithms like convolutional neural networks (CNNs) and tools like PyTorch, TensorFlow, and OpenCV to guarantee top-quality, scalable, and reliable results. By partnering with TechnoLynx, you gain access to cutting-edge AI technologies and a team of experts. We are dedicated to giving you a competitive advantage and driving innovation in your industry.
Client Success Stories and Reviews
Take a look at our success stories to get a better idea of how we could help develop the perfect AI solution for you.
We worked on a Fraud Detector Audit project for a multinational company struggling with its existing fraud detection system. We developed a system to generate new samples and improve existing ones, boosting the system's resilience and accuracy by over 20%. Our best-practice recommendations also benefited the client’s other projects.
Another interesting case study is when we worked on AI-Generated Dental Simulation. Working with Tasty Tech, we developed a second-generation product with better quality and more automated functionality. We expanded the scope to cover the entire image processing pipeline, delivering a complete and flexible system now used by dental practitioners.
These case studies showcase our expertise in solving complex problems and delivering impactful AI solutions. Excellent client reviews and industry awards back our commitment to quality and innovation.
For example, TechnoLynx was chosen as the “Software Consultancy of the Year 2022/23” by the Corporate Live Wire Awards/Magazine.
Here’s one of the many reviews we’ve received:
“They showed enormous skill and vast domain knowledge. We would recommend TechnoLynx to anyone looking for promptness, quality work and IT expertise.“
Markus Kopf - CTO, Co-Founder @ Teraki
TechnoLynx’s Endeavour for Excellence
TechnoLynx was founded in 2019 by Balázs Keszthelyi. Balázs is a visionary innovator with over a dozen patents and contributions to two international standards. Our team is dedicated to pushing the boundaries of technology and aiming consistently to surpass the state-of-the-art.
Our unwavering commitment to high quality and superior performance sets a high bar. We deliver exceptional value to our clients and foster growth for our employees. At TechnoLynx, we pride ourselves on our expertise, innovation, and the remarkable results we achieve for our clients.
Other Technologies
- Edge Computing
- GPU Programming
- Generative AI
- Natural Language Programming
- AR, VR, XR
Let Us Bring Your Artificial Intelligence Innovations to Life!
At TechnoLynx, we prioritise ethics and security in all our projects. We understand the impact of AI technology and are dedicated to developing solutions that meet the highest ethical standards and robust security measures.
Our team handles all visual data responsibly and securely. We believe in following the best practices in data privacy. We emphasise transparency and fairness in our AI models. We work hard to eliminate biases and promote inclusivity. With TechnoLynx, you can trust that your AI innovations will be advanced, ethically sound, and secure. You can have peace of mind as you drive your business forward.
Technical Excellence
Founded in 2019 by Balázs Keszthelyi, co-inventor of more than a dozen patents and contributor to two international standards, we know how to beat the state-of-the-art.
Balázs’ passion for high quality and superior performance sets a high bar, generating value for our clients and growth for our employees.
