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
08/12/2025
SVG Summit 2025 Technology Exhibits Preview, Part 1By SVG Staff
Monday, December 8, 2025 - 6:56 am
Print This Story | Subscribe
Story Highlights
The 2025...
08/12/2025
2025 Sports Broadcasting Hall of Fame: Bill Rasmussen, the Entrepreneur Who Drea...
08/12/2025
SVG Summit 2025 Preview: Live Production Innovation Workshop Goes Deep on ST 211...
08/12/2025
#GALSNGEAR Announces East, West Leadership Retreats for 2026By Ken Kerschbaumer
Monday, December 8, 2025 - 9:10 am
Print This Story | Subscribe
Story High...
08/12/2025
MediaKind Acquiring Harmonic's Video Business to Create New Streaming-Video ...
08/12/2025
Platinum White Paper: Sony HDR/SDR Camera Shading Techniques for Live Production...
08/12/2025
SVG Sit-Down: NESN's Kenny Elcock and Harmonic's Jean Macher Talk Next-G...
08/12/2025
Monsters Funday Football,' ESPN's Latest Live Animation Effort, Advances...
08/12/2025
SVG Sit-Down: ESPN Director Jeff Nelson on Calling the (Animated) Action on Mon...
08/12/2025
Monsters Funday Football': Louisiana Philharmonic Delivers Again With Orches...
08/12/2025
Nielsen's robust data offering enables marketers to connect with their target audience more effectively and drive better results throughout Amazon's adv...
08/12/2025
LOS ANGELES and NEW YORK Paramount has launched a hostile takeover bid for Warner Bros. Discovery with an all-cash tender offer to acquire all of the outstandin...
08/12/2025
EMERYVILLE, Calif. Media and entertainment technology and services provider Advanced Systems Group has named Macky Beheshti as director, enterprise storage and ...
08/12/2025
DENVER MediaKind, a global provider of cloud-based video streaming technology announced today that it is acquiring the video business of Harmonic Inc. for appro...
08/12/2025
NEW YORK Nielsen has announced that its Audience Segments from Nielsen Marketing Cloud (NMC) are now available across the Amazon Ads marketplace, including the ...
08/12/2025
Marshall Electronics showcases the CV355-27X-ND3 Optical Zoom NDI (NDI HX2, NDI HX3) Camera at ISE 2026 (Booth 4N900). Designed for users seeking high-quality ...
08/12/2025
Cinnafilm today announced the immediate availability of IPx LIVE and Tachyon LIVE, delivering broadcast-grade, real-time IP video transcoding and motion-compens...
08/12/2025
Following a successful 45th anniversary year in 2024, Hiltron reports increasing demand for its wide range of satellite communication equipment manufacturing, p...
08/12/2025
When was the last time you updated your default playlist(s)? A default playlist keeps your station(s) on the air should your team ever miss a step in sending mu...
08/12/2025
Back to All News
Netflix ISP Speed Index for November 2025
Product
08 December 2025
Global
Link copied to clipboard
This month marks 15 years of the Netfl...
08/12/2025
Back to All News
Another Exciting Chapter in Our Book-to-Screen Journey and What's to Come
Entertainment
08 December 2025
Global
Link copied to clipboa...
07/12/2025
Back to All News
Netflix Takes Over the Oslo Skyline With Celebratory Troll 2 L...
06/12/2025
In a live broadcast from the Reagan National Defense Forum, L3Harris Chair and CEO Christopher Kubasik joined Morgan Brennan on CNBCs Closing Bell: Overtime. Ku...
06/12/2025
FORT LAUDERDALE, Fla. A new survey from Pixitmedia by Datacore revealed a major shift in the Media & Entertainment industry in media archiving, with 85% of resp...
06/12/2025
HACKENSACK, N.J. LiveU has announced that the national public broadcaster Czech Television has completed one of the largest LiveU live production deployments fo...
06/12/2025
NEW YORK The National Academy of Television Arts and Sciences (NATAS) presented the Excellence in Production Technology Emmy Award to NASA+ and Dr. Tom Leight...
05/12/2025
2025 Sports Broadcasting Hall of Fame: Curt Gowdy Jr. - Master Storyteller, Nati...
05/12/2025
SVG Sit-Down: Veritone's Sean King on the Power of Mining Video, Audio DataThe company's Data Refinery offers users total control and governance over da...
05/12/2025
Platinum White Paper: Inside the Nashville Predators' Unified, Flexible, Sca...
05/12/2025
Netflix Reaches Agreement To Acquire Warner Bros. Following Planned WBD SplitThe deal does not include WBDs sports assets like TNT Sports (US, UK, LatAm), Euros...
05/12/2025
FOX Sports Returns to Indianapolis for Primetime Broadcast of Big Ten Championsh...
05/12/2025
SVG Summit 2025 Preview: Digital Engagement & Monetization Workshop Tackles the ...
05/12/2025
Atlanta United Lights Up New Emory Healthcare Studio With First Live Broadcast f...
05/12/2025
As Messi Takes the Pitch, MLS, Apple, NEP Roll Out Largest MLS Cup Production Ev...
05/12/2025
ESPN Enters College Football's Most Intense Month With Elevated Workflows fo...
05/12/2025
It's about that time! Awards season is in full swing, and the Film Independe...
05/12/2025
LOS ANGELES Netflix announced it has entered into an agreement to acquire the assets of Warner Bros. for $82.7 billion....
05/12/2025
NEW YORK Nielsens Gracenote has launched Gracenote Content Connect, a new ad platform that provides agencies, brands, supply-side platforms (SSPs) and demand-si...
05/12/2025
NEW YORK In an important update to the workings of deal-based programmatic advertising, IAB Tech Lab has released version 1.0 of its Deals API for public commen...
05/12/2025
NEW YORK Pass the turkey. Pass the stuffing. Pass the cranberry sauce. All are common requests of Americans celebrating Thanksgiving Day with family and f...
05/12/2025
NEW YORK Iris, the new cloud-connected camera control platform, has officially launched with features that turn virtually any PTZ camera into a software-connect...
05/12/2025
HOLLYWOOD, Calif. Netflix announced today that it has entered into an agreement to acquire the assets of Warner Bros. for $82.7 billion....
05/12/2025
NEW YORK Iris, the new cloud-connected camera control platform, has officially launched with features that turn virtually any PTZ camera into a software-connect...
05/12/2025
WASHINGTON The Federal Communications Commission has approved AT&T's $1.02 billion acquisition of spectrum from UScellular in a decision that was issued sho...
05/12/2025
The Best Coldplay Songs: 21 Tracks That Shoot for the Stars From Yellow to Viva La Vida, Fix You to Paradise, this playlist goes back to the start.
December ...
05/12/2025
Zafris Lecture Series Brings Nabil Ayers to Berklee The 32nd annual James G. Zafris Distinguished Lecture series was held on Thursday, November 13, with guest...
05/12/2025
Back to All News
Netflix Unveils the First Look for Land of Sin' - Premier...
05/12/2025
Introducing New Perks to Help You Get Even More from LinkedIn Premium Published on Dec 5, 2025 Categories: Company News, Product News
LinkedIn Corporate Co...
05/12/2025
Back to All News
Don Lee, Lee Jin-uk, and Lalisa Manobal to Star in Netflix Act...
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.
