
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
22/06/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
22/06/2026
Cosm has announced the appointment of David Ho as Chief Legal Officer, a newly created executive role reporting to President and CEO Jeb Terry. Ho will oversee ...
22/06/2026
Warner Bros. Discovery and Amazon Web Services (AWS) have announced the developm...
22/06/2026
Daktronics has completed an audio control system upgrade at Petco Park in San Di...
22/06/2026
Accelerate Media has named John Willi as President and announced the launch of the Accelerate Sports Network (ASN), a prep sports media and streaming platform c...
22/06/2026
All Women's Sports Network (AWSN) and 3XBA (3 3 Basketball Association) have announced live television coverage of the annual 3XBA tournament on Friday, Jun...
22/06/2026
OWL AI has announced the appointment of Jay Prasad as Chief Executive Officer and member of the Board of Directors. Prasad succeeds Josh Gwyther, who has served...
22/06/2026
CP Communications delivered RF video and audio support for TNT's Inside the NBA at the 2026 NBA Finals, providing main show coverage in San Antonio and ea...
22/06/2026
Polymarket has announced a partnership with GRID, an official esports data platf...
22/06/2026
As sports venues continue to evolve into more video-centric, fan-engagement-driv...
22/06/2026
As the regional sports production scene shifts toward streaming, this Texan helps lead the engineering behind Victory+'s growing live platform...
22/06/2026
By Kristin Feeley, Director, Documentary Film & Artist Programs
the memories of your elders [are] a scaffolding for you to build your identity on - and t...
22/06/2026
Expanded integrations give advertisers access to distinct contextual signals acr...
22/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/06/2026
Xilica today announced the release of Dynamic Voice Lift, a new feature in Xilica Designer v4.12 that brings adaptive speech reinforcement to large meeting spac...
22/06/2026
The next era of AI will not be defined by compute alone. Its growth will be dete...
22/06/2026
Mission, Vision and Veritas - new Los Alamos National Laboratory (LANL) supercom...
22/06/2026
At the ISC conference running in Hamburg this week, NVIDIA is introducing new so...
22/06/2026
For the past two years, the U.S. National Science Foundation's National Arti...
22/06/2026
JUPITER, Europe's first exascale supercomputer at Germany's Forschungszentrum J lich, runs on NVIDIA Grace Hopper Superchips and NVIDIA Quantum-X800 Inf...
21/06/2026
To call the 2026 FIFA World Cup a big undertaking would be a big understatement....
21/06/2026
Hot tubs sit at about 38 to 40 degrees Celsius, warm enough that most people can only soak for about 15 minutes. NVIDIA's newest AI servers can run their co...
20/06/2026
What exactly is Apogee Control V3?
Control V3 is a new mixer application that controls Apogee interfaces. The new hit feature is that V3 finally allows for...
19/06/2026
Split compound eases operational challenges at Shinnecock Hills Golf Club...
19/06/2026
North Carolina, Oklahoma meet in the best-of-three Finals as ESPN leans into spe...
19/06/2026
Data from May shows seasonal outdoor trends triggers lower viewing
Warsaw, Pola...
19/06/2026
Buttons is best control system in the rAVe Best of Infocomm Awards 2026...
19/06/2026
Mavis Studio Makes iPad Production More Powerful
Brie Clayton June 19, 2026
0 Comments
InfoComm update brings new NDI Preview, PTZ control, USB audio ...
19/06/2026
Immersive Studio Metaverse Stage Tackles Post with Blackmagic Design
Brie Clayton June 19, 2026
0 Comments
New narrative projects rely on DaVinci Reso...
19/06/2026
How to Run the Original 1993 After Effects
Graham Quince June 19, 2026
0 Comments
How to the original After Effects v1 in an emulator, and you don'...
19/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
19/06/2026
SMPTE , the home of media professionals, technologists and engineers, has announced that its entire Standards catalog is now freely available to the global medi...
19/06/2026
nsign, the digital signage SaaS platform built around its core principle of Simplify Complexity, has announced a partnership with BrightSign , expanding the dep...
19/06/2026
Visual Productions announces the availability of its new RdmRelay2 at InfoComm 2026 (ACT Entertainment, Booth N6813). A networked, four-channel DMX relay, it is...
19/06/2026
Adobe Unveils Major Expansion of Creative Agent Across Firefly and Creative Clou...
19/06/2026
Immersive Studio Metaverse Stage Innovates Storytelling with URSA Cine Immersive
Brie Clayton June 18, 2026
0 Comments
Two new narrative short films c...
19/06/2026
Lab studies explain how new cancer drug works as it enters patient testing Immunologists at Scripps Research show how a new, experimental drug revives immune ce...
18/06/2026
Ratings Roundup is a rundown of recent rating news and is derived from press rel...
18/06/2026
PTZOptics has unveiled new Visual Reasoning demonstrations at InfoComm 2026 (Boo...
18/06/2026
IBC2026 will take place at the RAI Amsterdam from September 11-14, bringing toge...
18/06/2026
InfoComm 2026 held its first-ever Media Day on June 17, providing journalists an...
18/06/2026
FOR-A America has announced a Trade Agreements Act (TAA)-compliant LED display solution combining Alfalite's Litepix LED displays and Brompton Technology...
18/06/2026
In-venue and creative video staffers at the professional and collegiate level have one major thing in common: the intensity and attention to detail ramps up dur...
18/06/2026
The International Federation of American Football (IFAF) and TMRW Sports have an...
18/06/2026
AJA Video Systems has unveiled Io Xpand, a Thunderbolt 5-enabled PCIe expansion ...
18/06/2026
ESPN has announced its coverage plans for the 30th anniversary of the WNBA's...
18/06/2026
FOX Sports' Big Noon Kickoff will broadcast live from Wembley Stadium in Lon...
18/06/2026
InfoComm 2026 opened on Wednesday at the Las Vegas Convention Center, bringing t...