
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
12/07/2025
As the death toll continues to mount, with at least 120 killed and more than 170 people still missing on July 10 from devastating Texas floods, a number of broa...
12/07/2025
EL SEGUNDO, Calif., and MIAMI -DirecTV and TelevisaUnivision have signed a deal that will make the ad-supported premium subscription tier of ViX, ViX Premium wi...
11/07/2025
PARK CITY, UTAH, July 11, 2025 - The nonprofit Sundance Institute announced today the 11 producers chosen for its annual Producers Labs, returning to Ucross Fou...
11/07/2025
L3Harris Technologies President of Intelligence, Surveillance and Reconnaissance Jason Lambert and General Manager of L3Harris Waco facility Sean Ling held a ce...
11/07/2025
ARLINGTON, Va. WETA, the flagship public media station in the national capital area, has launched WETA+, a new streaming service tailored for the local Washingt...
11/07/2025
The Federal Communications Commission has emerged as one of the central players in the broadcast TV landscape in 2025, with its deregulatory policies sparking h...
11/07/2025
Calrec will introduce usability, customization and system enhancements across its entire range of Argo consoles during IBC2025, Sept. 12-15, at the RAI Amsterda...
11/07/2025
LONDON Encompass Digital Media said it will support live and on-demand viewing of the 2025 FIFA Club World Cup across multiple global regions for sports enterta...
11/07/2025
Two-thirds of broadcast engineers reaped the benefits of a pay raise within the last year....
11/07/2025
CARY, N.C. SmallHD has launched the Quantum 27, a new 26.5-inch Quantum-Dot OLED monitor designed to deliver postproduction image quality in a compact, set-frie...
11/07/2025
The Federal Communications Commission's Enforcement Bureau and Tegna have entered into a consent decree that will settle an investigation into the accidenta...
11/07/2025
WASHINGTON Following news in early July that Paramount had settled President Donald Trump's lawsuit, Sens. Edward J. Markey (D-Mass.) and Ben Ray Luj n (D-N...
11/07/2025
Model/Actriz Performs Lead Single Cinderella on The Late Show with Stephen Colbe...
11/07/2025
Behind the Mic: Amazon Prime Preps for First Season of NBA Action; MSG Networks ...
11/07/2025
SVG New Sponsor Spotlight: Suite Studios' Craig Hering on Adapting to Client...
11/07/2025
2025 SVG Content Management Forum Breaks Down AI's Impact, Continued Transit...
11/07/2025
A Journey HOME: University of Nebraska's HuskerVision Goes IP Leaders from the HuskerVision and Lawo share their IP learnings By SVG Staff
Friday, July 1...
11/07/2025
CMSI, Remote Picture Labs, Ace ESPN's Cloud-Based Editing Efforts for Wimble...
11/07/2025
Netflix Enters the Live-Boxing-Production Ring for Round 2 With Historic Taylor-...
11/07/2025
Back to All News
Too Hot to Handle: Italy Is Coming on July 18 Only on Netflix
Entertainment
11 July 2025
GlobalItaly
Link copied to clipboard
July 11, 20...
11/07/2025
Back to All News
Netflix Will Release Death Inc. Seasons 1, 2 and 3
Entertainment
11 July 2025
GlobalSpain
Link copied to clipboard
Season 1
Season 2
Se...
11/07/2025
Ceramics - the humble mix of earth, fire and artistry - have been part of a global conversation for millennia.
From Tang Dynasty trade routes to Renaissance pa...
10/07/2025
NEW YORK - July 10, 2025 - Nielsen, the global leader in audience measurement, data and analytics, today announced that it appointed Richard Pacheco as head of ...
10/07/2025
Local newscasts don't exist in a vacuum. News directors and station management constantly evaluate what's working, what isn't and perhaps most impor...
10/07/2025
Lawo has announced that Stuttgart Media University (Hochschule der Medien, HdM) has comprehensively modernized its central recording studio after selecting an I...
10/07/2025
The Society of Motion Picture and Television Engineers (SMPTE) has opened early-bird registration for the Media Technology Summit, which will take place in a ne...
10/07/2025
NASHVILLE, Tenn. TNDV Television has launched Aspiration 35, a new version of its 40-foot Aspiration truck reimagined for cinematic multicamera productions....
10/07/2025
BURBANK, Calif. Key Code Education, a provider of instructor-led postproduction training, is growing its curriculum with new programs for beginner and intermedi...
10/07/2025
HACKENSACK, N.J. Actus Digital will demonstrate how broadcasters can transform compliance monitoring from a necessary expense into a strategic revenue driver at...
10/07/2025
The Federal Register has published a summary of the Federal Communications Commission's Public Notice seeking comments on its ownership rules that lists a d...
10/07/2025
Back to All News
Netflix Presents the Official Trailer for SuperestarPlay Video
Play Video
Entertainment
10 July 2025
GlobalSpain
Link copied to clipboard...
10/07/2025
In the race to understand our planet's changing climate, speed and accuracy are everything. But today's most widely used climate simulators often strugg...
10/07/2025
As one of the world's largest emerging markets, Indonesia is making strides toward its Golden 2045 Vision - an initiative tapping digital technologies and...
10/07/2025
5G for all? What the DFL's use of Easy5G and RefCam could mean for events in...
10/07/2025
Save the Date: PGA TOUR Studios Welcomes SVG Remote Production Summit on Oct 14-...
10/07/2025
Cloud on the Road: How Remote-Production-Service Providers Are Adapting to a New...
10/07/2025
Seattle Kraken's Ryan Schaber on the NHL Team Taking Live Game Productions I...
10/07/2025
FOX Sports Reboots Small Control Room in Los Angeles as Hub for Vertical-First P...
10/07/2025
SVG Sit-Down: MSE's Zach Leonsis, ViewLift's Rick Allen Go Deep on Joint...
10/07/2025
Back to All News
Bringing Culture Into Focus on My Brilliant Career': Firs...
10/07/2025
Strategic Alliance Combines Daktronics' LED Display and Content Management S...
10/07/2025
Grab a friend and climb toward the clouds - PEAK is now available on GeForce NOW, enabling members to try the hugely popular indie hit on virtually any device.
...
10/07/2025
Coding assistants or copilots - AI-powered assistants that can suggest, explain and debug code - are fundamentally changing how software is developed for both e...
09/07/2025
By Bailey Pennick
There's something arresting about the way Jomo Fray captures the world. The cinematographer, now best known for his unparalleled work on ...
09/07/2025
Key Highlights
Centralized management interface for full control, monitoring, and diagnostics
Scalable, multi-site OTT decryption and distribution
Secure int...
09/07/2025
MELBOURNE, Fla., July 9, 2025 - L3Harris Technologies (NYSE: LHX) has appointed Rob Mitrevski as President, Golden Dome Strategy and Integration, a new role cre...
09/07/2025
Collaboration will result in improved data quality and understanding of genre-le...
09/07/2025
The National Association of Broadcasters is hitting back at critics who oppose its proposal to phase out the current ATSC 1.0 DTV over-the-air standard and tran...
09/07/2025
Zeam Media's hyperlocal streaming platform Zeam has announced a new distribution deal with LG that will bring the streaming service to LG smart TVs and devi...
09/07/2025
MetaBroadcast, the UK's leading metadata management specialist, announced today that it was awarded a three-year contract from TAM Ireland (Television Audie...