Computer vision is a field of AI that enables computers to see, observe, and understand. By applying machine learning or deep learning models to ingested images, computers can classify objects in images. When the computer understands what it’s seeing, it can respond appropriately—like unlocking your smartphone when it recognizes your face.
With 99% accuracy, computer vision applications have expanded beyond facial recognition. They’re now changing how we live and work. In nearly every aspect of your day-to-day life, computer vision is everywhere you look—even if you haven’t noticed it.
#1: Self-driving vehicles
How does a self-driving car know when to stop or swerve? Computer vision identifies pedestrians, sees stoplights, and assesses road conditions.
#2: The operating room
Computer vision uses real-time images of surgical sponges to accurately monitor blood loss and prevent hemorrhaging.
#3: The airport
No passport? No problem. Computer vision systems inside airports take your photo to determine who you are and whether you pose a safety threat. No more digging through your bags to find your ID. (Though we still recommend bringing your passport to be on the safe side!)
#4: The bank
At many institutions, computer vision makes opening a bank account an easy, two-step process: Take a selfie and join a short video call. No waiting in line. No piles of paperwork.
#5: The farm
Farmers are using computer vision to find out which weeds, bugs, and diseases are damaging their crops. They also use it to detect disease in their livestock, keeping the animals, farmers, and future meat consumers safe.
Ready to build an AI infrastructure with crystal-clear vision? Our solutions for AI simplify data management across your data pipeline, from edge to core to cloud:
An out-of-sight computer vision infrastructure is closer than ever. We can’t give you crystal-clear vision, but we can give you the tools you need to accelerate and improve the accuracy of your computer vision applications.
Do you like what you’re hearing? Check out our e-book for more about computer vision machine learning and our solutions for AI. To learn more about NetApp® AI solutions, visit netapp.com/ai.
Mike McNamara is a senior product and solution marketing leader at NetApp with over 25 years of data management and cloud storage marketing experience. Before joining NetApp over ten years ago, Mike worked at Adaptec, Dell EMC, and HPE. Mike was a key team leader driving the launch of a first-party cloud storage offering and the industry’s first cloud-connected AI/ML solution (NetApp), unified scale-out and hybrid cloud storage system and software (NetApp), iSCSI and SAS storage system and software (Adaptec), and Fibre Channel storage system (EMC CLARiiON).
In addition to his past role as marketing chairperson for the Fibre Channel Industry Association, he is a member of the Ethernet Technology Summit Conference Advisory Board, a member of the Ethernet Alliance, a regular contributor to industry journals, and a frequent event speaker. Mike also published a book through FriesenPress titled "Scale-Out Storage - The Next Frontier in Enterprise Data Management" and was listed as a top 50 B2B product marketer to watch by Kapos.