Computer vision is a branch of artificial intelligence (AI) that enables computers and systems to extract useful information from digital photos, videos, and other visual inputs and to execute actions or make recommendations based on that information. If AI gives computers the ability to think, computer vision gives them the ability to see, observe, and comprehend.
Computer Vision For Every Use Case
How Does Computer Vision Work?
The technology that sees the world
A lot of data is required for computer vision. It repeatedly executes analyses of the data until it can distinguish between things and recognise images. To teach a computer to recognise automotive tyres, for example, enormous volumes of tyre photos and tire-related materials must be supplied to it in order for it to learn the differences and recognise a tyre, particularly one with no faults.
This is done using two key technologies: convolutional neural networks (CNN) and deep learning, both branches of machine learning.
Applying Computer Vision
How do we use it
The topic of computer vision is undergoing a lot of research, but it goes beyond that. Applications in real-world settings show how crucial computer vision is to activities in business, entertainment, transportation, healthcare, and daily living. The influx of visual data coming from smartphones, security systems, traffic cameras, and other visually instrumented devices is a major factor in the expansion of these applications.
Although it isn’t currently used, this data might be very important to operations in many different businesses. The data establishes a training ground for computer vision software and a starting point for their integration into a variety of human endeavours.
Deploying Computer Vision
Machine learning operations
There are many ways that you can deploy computer vision models that will be different for your use case. Whether you want continuous real time analysis from CCTV, Computer vision via a mobile application, or edge device deployment you need to make sure you are deploying correctly.
We work with cloud and hardware providers like Amazon, NVIDIA, Google, and Microsoft to ensure your models are deployed and run with maximum efficiency.
What you need from inception to Integration
Speak with our team to find the best computer vision development plan for your project or organisation, and get a FREE data science consultation to begin your journey.
A world class team to help you get the most out of your data
Our team of data scientists/data analysts are here to help you understand your data, get the most value out of it and make your organisation as good as it can be.