
Computer vision has become so good that the days of general managers screaming at umpires in baseball games in disputes over pitches may become a thing of the past.
That's because developments in image classification along with parallel processing make it possible for computers to see a baseball whizzing by at 95 miles per hour. Pair that with image detection to help geolocate balls, and you've got a potent umpire tool that's hard to argue with.
But computer vision doesn't stop at baseball.
What Is Computer Vision? Computer vision is a broad term for the work done with deep neural networks to develop human-like vision capabilities for applications, most often run on NVIDIA GPUs. It can include specific training of neural nets for segmentation, classification and detection using images and videos for data.
Major League Baseball is testing AI-assisted calls at the plate using computer vision. Judging balls and strikes on baseballs that can take just .4 seconds to reach the plate isn't easy for human eyes. It could be better handled by a camera feed run on image nets and NVIDIA GPUs that can process split-second decisions at a rate of more than 60 frames per second.
Hawk-Eye, based in London, is making this a reality in sports. Hawk-Eye's NVIDIA GPU-powered ball tracking and SMART software is deployed in more than 20 sports, including baseball, basketball, tennis, soccer, cricket, hockey and NASCAR.
Yet computer vision can do much more than just make sports calls.
What Is Computer Vision Beyond Sports? Computer vision can handle many more tasks. Developed with convolutional neural networks, computer vision can perform segmentation, classification and detection for a myriad of applications.
Computer vision has infinite applications. With industry changes from computer vision spanning sports, automotive, agriculture, retail, banking, construction, insurance and beyond, much is at stake.
3 Things to Know About Computer Vision
Segmentation: Image segmentation is about classifying pixels to belong to a certain category, such as a car, road or pedestrian. It's widely used in self-driving vehicle applications, including the NVIDIA DRIVE software stack, to show roads, cars and people. Think of it as a sort of visualization technique that makes what computers do easier to understand for humans.
Classification: Image classification is used to determine what's in an image. Neural networks can be trained to identify dogs or cats, for example, or many other things with a high degree of precision given sufficient data.
Detection: Image detection allows computers to localize where objects exist. It puts rectangular bounding boxes - like in the lower half of the image below - that fully contain the object. A detector might be trained to see where cars or people are within an image, for instance, as in the numbered boxes below.
What You Need to Know: Segmentation, Classification and Detection SegmentationClassificationDetection
Good at delineating objects Is it a cat or a dog? Where does it exist in space?
Used in self-driving vehicles Classifies with precision Recognizes things for safety
NVIDIA's Deep Learning Institute offers courses such as Getting Started with Image Segmentation and Fundamentals of Deep Learning for Computer Vision.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
01/04/2026
January 4 2026, 18:00 (PST) DOLBY AND DOUYIN EMPOWER THE NEXT GENERATON OF CREATORS WITH DOLBY VISION
Douyin Users Can Now Create And Share Videos With Stun...
07/01/2026
SVG Summit 2025: All General Sessions Now Available to Watch on SVG PLAYThe SVG Summit celebrated its 20th edition with a loaded agendaBy Brandon Costa, Directo...
07/01/2026
NBCU's Brings Rinkside Live' and Courtside Live' Features to Peaco...
07/01/2026
Spotify is launching a week-long celebration spotlighting creators at the center...
07/01/2026
We know people use Spotify not just to listen, but to share the songs, podcasts, and audiobooks they love with their friends and family. When we launched Messag...
07/01/2026
This week, all eyes are on the podcast industry as the Golden Globes recognizes ...
07/01/2026
Podcasts are stepping onto a new stage this week as the Golden Globes recognize the medium for the first time. To mark this milestone moment, we're hosting ...
07/01/2026
The National Film and Video Foundation (NFVF), in collaboration with a distributor, is commissioning new micro-budget fiction feature films and invites eligible...
07/01/2026
NASA's Space Launch System rocket carrying the Orion spacecraft launches on the Artemis I flight test, Wednesday, Nov. 16, 2022, from Launch Complex 39B at ...
07/01/2026
For the first time ever, new C' variants allow international users to interoperate with U.S. personnel via NSA-certified cryptography....
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
07/01/2026
Back to All News
The Trailer of Paparazzi King: The 5-Episode Docuseries Coming...
07/01/2026
Back to All News
Netflix Supports Warner Bros. Discovery Board's Commitment...
07/01/2026
Back to All News
What Next? Netflix Reveals Series, Films and Games Coming in 2026
Entertainment
07 January 2026
Global
Link copied to clipboard
Download ...
07/01/2026
AI has transformed retail and consumer packaged goods (CPG) operations, enhancin...
06/01/2026
Peacock Bringing Dolby Vision and Dolby Atmos to Live Sports ContentPeacock is the first streamer to embrace Dolbys full suite of advanced picture/sound innovat...
06/01/2026
SVG Europe Audio: Listening to the sounds of powder and ice at Milano Cortina wi...
06/01/2026
Quintar Meta Spatial SDK Integration Promises Next-Level XR ExperiencesBy Ken Kerschbaumer, Editorial Director
Tuesday, January 6, 2026 - 9:41 am
Print This...
06/01/2026
Milano Cortina 2026: BBC Sport Previews Broadcast Ops, Studio Setup, Social Medi...
06/01/2026
Dolby's Jason Power on Elevating Live Sports Through Immersive Audio and HDR...
06/01/2026
DAZN's Global CRO Walker Jacobs on the Streamer's Breakout Year in the U...
06/01/2026
California Dreamin': LA28's SVP of Media Jim Bell Previews the Olympic a...
06/01/2026
One Month Out From Winter Olympics Opening Ceremony, NBC Sports in Final Prep fo...
06/01/2026
Advanced HDR by Technicolor and Zinwell Integrated onto ATSC 3.0 Conversion Boxe...
06/01/2026
Fox Sports President and COO Mark Silverman Shifts to Consulting RoleBy Ken Kerschbaumer, Editorial Director
Tuesday, January 6, 2026 - 2:37 pm
Print This S...
06/01/2026
Spotify is launching a week-long celebration spotlighting creators at the center...
06/01/2026
Lorde. A$AP Rocky. JENNIE. Baby Keem. KATSEYE. That's just a taste of who...
06/01/2026
In a live broadcast, L3Harris CFO and Missile Solutions President Ken Bedingfield joined Morgan Brennan on CNBCs Closing Bell: Overtime. Bedingfield discussed...
06/01/2026
First-of-its-kind SSP capability delivers program-level insight and brand suitab...
06/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...
06/01/2026
Share Share by:
Copy link
Facebook
X
Whatsapp
Pinterest
Flipboard...