
As a marine biology student, Josef Melchner always dreamed of spending his days cruising the oceans to find dolphins, whales and fish - but also wanted to do something practical, something that would benefit the world, he said. When it came time to choose a career, he dove head first into aquaculture.
He's now CEO of GoSmart, an Israel-based company using AI and machine learning to make fish farming more efficient and sustainable.
A member of the NVIDIA Metropolis vision AI partner ecosystem and the NVIDIA Inception program for cutting-edge startups, GoSmart offers fully autonomous, energy-efficient systems - about the size of a soda bottle - that can be attached to aquaculture cages, ponds or tanks.
Powered by the NVIDIA Jetson platform for edge AI, these systems analyze the average weight and population distribution of the fish within the environment, as well as its temperature and oxygen levels.
This information is then provided to users through GoSmart's software-as-a-service, which helps fish farmers more accurately and efficiently determine how much - and when best - to feed their fish and harvest them, all in real time.
The parameters that GoSmart systems analyze are crucial for the fish feed regime, Melchner said. Managing the right levels of fish feed saves a lot of money for the farmers and reduces organic matter from excessive debris in the aqua environment.
GoSmart systems have been deployed by Skretting, one of the world's largest fish feed producers, as part of its initiative to sustainably expand production pipelines across eight countries in southern Europe and provide farmers with personalized, digitalized information.
Precision Farming for Sustainability Founded in 2020, GoSmart is focused on fish farming because it's focused on helping the environment.
The world faces a lack of protein, and yet marine protein is often acquired the way it's always been, with boats going out with fishing nets and long lines, Melchner said. While many alternative sources of protein - like cattle, pigs and chicken - are almost always farmed, about half of marine production still comes from wildlife.
Overfishing in this manner negatively impacts the planet.
It's a critical issue that could affect us all eventually, Melchner said. Algae is one of the largest carbon sinks in the world. It consumes carbon from the atmosphere and releases oxygen, and overfishing impacts levels of algae in the ocean.
Understanding this is what led Melchner to devote his life's work to aquaculture, he said.
The GoSmart system uses lithium-ion batteries charged by solar panels, and is equipped with its own power-management software that enables it to autonomously enter sleep mode, shut down, wake up and conduct its work as appropriate.
Farming Efficiency Boosted With AI GoSmart systems are built with sensors, cameras and NVIDIA Jetson modules, which enable AI at the edge to analyze factors of an environment that impact fish feeding, growth, health and welfare, as well as environmental pollution due to excessive organic matter dispersed in the water because of inefficient or inaccurate operations.
We wanted to use the best processor for AI with high performance in a system that's compact, submersible underwater and affordable for fish farmers, which is why we chose the Jetson series, Melchner said.
GoSmart is now training its systems to analyze fish behavior and disease indicators - adding to current capabilities of determining fish weight, population distribution, temperature and oxygen levels. Since Jetson enables multiple AI algorithms to run in parallel, all of these characteristics can be analyzed simultaneously and in real time.
The company is also evaluating the powerful new Jetson Orin lineup of modules to take these capabilities to the next level.
To train its AI algorithms, the GoSmart team measured thousands of fish manually before deploying cameras to analyze millions more. There was a lot of diving and many underwater experiments, Melchner said.
For high-performance deep learning inference, GoSmart is looking to use the NVIDIA TensorRT software development kit and open-source NVIDIA Triton Inference Server software.
And as a member of the NVIDIA Metropolis and Inception programs, GoSmart works closely with NVIDIA engineers and is exploring latest-generation technologies. This will help make our algorithms quicker and more efficient, Melchner said.
GoSmart could help farmers reduce fish feed by up to 15%, according to Melchner. For some customers, GoSmart technology has shortened fish growth time and subsequent time to market by an entire month.
A Tidal Wave of Possibilities Melchner predicts that in a few years, aquaculture will look completely different from how it is today.
Our goal is to have our systems in every cage, every pond, every tank in the world - we want to cover the entire aquaculture industry, he said.
In addition to integrating AI models that analyze fish behavior and disease, GoSmart is looking to expand its systems and eventually integrate its solution with an autonomous feeding barge that can give fish the exact amount of food they need, exactly when they need it.
Learn more about the NVIDIA Metropolis application framework, developer tools and partner ecosystem.
North America Stories
10/09/2026
Duff Foreman is an AI-generated announcer who will add color to this month's New Mexico Open...
10/09/2026
Bitmovin is rolling out Encoder Version 3, the next major release of the technology behind its VOD and Live Encoders. Version 3 is built on a premise every stre...
10/09/2026
At IBC2026, on booth 1.B47, Net Insight will showcase Open Live Media, its architecture for delivering resilient live media services across networks, partners, ...
10/09/2026
The Professional Women's Hockey League (PWHL) and Scripps Sports have announced a national broadcast rights agreement for the 2026-27 season, a landmark par...
10/09/2026
The Trusted Partner Network (TPN), the global content security initiative powere...
10/09/2026
The NFL is launching its most expansive creator programming yet, bringing togeth...
10/09/2026
Sportsnet is set to deliver its biggest hockey season ever with a national sched...
10/09/2026
LiveU is now a Clarus Integrated Reseller, bringing Starlink's fast, reliabl...
10/09/2026
Mimir is the cloud-native media production platform built for teams that need to move media fast across live, archive, web, social, and broadcast workflows. At ...
10/09/2026
ATSC is being honored with a 2026 Technology & Engineering Emmy Award by the Nat...
10/09/2026
Audio-Technica has introduced the BP880R Contact Transducer, a specialized micro...
10/09/2026
TMRW Sports in partnership with the LPGA, today announced multiyear U.S. media rights agreements with ESPN and Scripps Sports/ION to bring WTGL, the new women...
10/09/2026
SportsNet Pittsburgh (SNP) in partnership with Major League Baseball and the Pit...
10/09/2026
Tennis Channel announced today its launch as a Premium Subscription on The Roku Channel.
Tennis Channel offers viewers a single home for Tennis Channel and Ten...
10/09/2026
Dolby has announced major updates to Dolby OptiView, its live sports platform, ahead of IBC 2026. The updates include new AI-powered intelligence to better unde...
10/09/2026
Dalet has appointed Brian Doheny as CEO. Doheny joined Dalet as President and Chief Revenue Officer in April 2026. Since joining Dalet, Doheny has led the compa...
10/09/2026
Sony, as well as its partner company Nevion, is starting IBC 2026 with a handful of announcements for attendees to see on the show floor.
Sony Announces the 4t...
10/09/2026
The six-year-old venue is expanding capabilities for NFL action, Super Bowl LXI, 2028 Summer Olympics
SoFi Stadium, as well as the surrounding area known as Ho...
10/09/2026
France launch follows UK and Germany as Nielsen expands product across EMEA
Paris, France, September 10, 2026 - Nielsen, a global leader in audience measuremen...
10/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
10/09/2026
Leading professional audio manufacturers NUGEN Audio, RTW, Steinberg and Telos Alliance have joined forces with Fraunhofer IDMT to establish a common approach t...
10/09/2026
Built Into Setplex's Zapflex Platform, AI Insider Turns Video Service Data Into Actionable Insights
Setplex today introduced AI Insider, a breakthrough new...
10/09/2026
Managed service changes dialogue without actor-specific training or facial rigging while preserving the original performance and fitting established post-produc...
10/09/2026
The ACT Entertainment tvONE and Green Hippo Pixel Academy has released its autumn course schedule, with hands-on training dates in September, October and Novemb...
10/09/2026
Orange Polska continues to Rely on Viaccess-Orca for Secure TV Services and the Next Phase of its Technology Evolution
Viaccess-Orca (VO), a global leader in T...
10/09/2026
Generate and create directly in your timeline with new AI-powered innovations in...
10/09/2026
Tedial is introducing Media Business Hub (MBH) at IBC 2026, a new business enablement platform designed to help media organizations unlock the full value of the...
10/09/2026
Globecast, a leading provider of broadcast, media and entertainment managed services, will unveil the next phase of its transformation at IBC2026 with a preview...
10/09/2026
Fabric Data and TMT Insights today announced that the two companies are combining to create Fabric Insights, uniting authoritative data, purpose-built software,...
10/09/2026
Operative, the preferred advertising and broadcast management provider for the world's leading media brands, today announced a comprehensive slate of new pr...
10/09/2026
Test & measurement innovator, Leader Electronics of Europe, has announced the launch of its latest range of handheld signal generation, analysis and monitoring ...
10/09/2026
The partnership begins with native Zixi protocol support on the Kiloview D350 and will extend to deeper product integration and joint go-to-market initiatives
...
10/09/2026
Avid and FilmLight announce strategic partnership to reimagine the color pipelin...
10/09/2026
Maxon Brings Exclusive Preview of Fall Innovations to IBC2026
Brie Clayton September 10, 2026
0 Comments
IBC attendees will get the first look at new ...
10/09/2026
Puget Systems Launches Built Different by Puget Systems, A New Podcast That Go...
10/09/2026
Three Boston Conservatory Dance Alums Honored for Their Early-Career Promise India Hobbs and Demetrius Lee received Princess Grace Awards, while Lilly David t...
10/09/2026
MonoNeon Returns to Berklee to Kick Off Signature Series The Grammy-winning bassist and alumnus performs with students and faculty from the Planet MicroJam In...
10/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
10/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
10/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
10/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
10/09/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
10/09/2026
Gear up: The latest PC games and major updates are ready to play on GeForce NOW ...
10/09/2026
AI inference chipmaker d-Matrix today announced it will use NVIDIA NVLink Fusion to connect its next-generation Raptor XPUs to NVIDIA's AI infrastructure pl...
09/09/2026
Sony Electronics has announced the SEL814G, the company's first fisheye zoom G Lens for full-frame Alpha E-mount cameras. The lens will be available in Octo...
09/09/2026
Telestream has announced an expansion of its Practical AI capabilities across th...
09/09/2026
Haivision and Chyron have announced a technology partnership integrating Haivisi...
09/09/2026
Omaha Productions has released ManningCast: Heist, a short film featuring Peyton and Eli Manning attempting to break into NFL Commissioner Roger Goodell's o...
09/09/2026
Imagine Communications will demonstrate the next evolution of XVR at IBC2026 (Stand 1.B73, RAI Amsterdam, September 11-14).
XVR is Imagine's channel-in-a-b...
09/09/2026
swXtch.io has announced abbe, an AI-based orchestration layer for live media workflows, making its world premiere at IBC2026 (Meeting Room 5.MR13, Hall 5, Septe...