Sony Pixel Power calrec Sony

Fish-Farming Startup Casts AI to Make Aquaculture More Efficient, Sustainable

06/06/2023

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.
LINK: https://blogs.nvidia.com/blog/2023/06/06/gosmart-fish-farming-ai/...
See more stories from nvidia

North America Stories

16/04/2026

NAB 2026: Appear Announces X5 General Availability, XM Management Tool, and SIx300 Module

Appear ASA (OSE: APR) will announce three additions to its X Platform at NAB Sho...

16/04/2026

CentralCast Deploys Harmonic XOS Media Processor for Public Broadcasting

Harmonic has announced that CentralCast, a centralized master control facility for U.S. public media, has deployed Harmonic's XOS Advanced Media Processor t...

16/04/2026

NAB 2026: Encompass Digital Media Integrates Interra Systems BATON into Cloud-Based Altitude Flow Platform

Interra Systems has announced that Encompass Digital Media has integrated its BA...

16/04/2026

NAB 2026: Grass Valley to Showcase Expanded Media Infrastructure Capabilities

Grass Valley will demonstrate its Media Infrastructure capabilities at NAB Show 2026 (Booth C2408, Central Hall), bringing routing, signal processing, and orche...

16/04/2026

Verizon Readies Robust Network Infrastructure Plans for FIFA World Cup 2026

As preparations ramp up for the FIFA World Cup 2026, Verizon has outlined a sweeping connectivity and infrastructure initiative that will underpin broadcast ope...

16/04/2026

Advanced Image Robotics Joins 2026 MLS Innovation Lab

Advanced Image Robotics (AIR) has announced its selection for the 2026 MLS Innovation Lab. AIR will work with MLS clubs, players, and executives on automated vi...

16/04/2026

NAB 2026: JWX Acquires True Anthem, Adding AI-Powered Social Publishing to Publisher Platform

JWX has announced the acquisition of True Anthem, an AI-powered social publishin...

16/04/2026

Jomboy Media and Fubo Launch 24/7 Creator-Led Channel

Jomboy Media and FuboTV Inc. have launched the Jomboy Media Channel, a 24/7 channel available to FuboTV base plan subscribers. The channel, timed to the start o...

16/04/2026

NAB 2026: Wave Central and EVS Announce SMPTE ST 2110 Interoperability Validation

Wave Central, a Domo Broadcast Company (Booth C2820), and EVS Broadcast Equipmen...

16/04/2026

Tata Communications and Formula 1 Release Race Before the Race, First Film in New Content Series

Tata Communications and Formula 1 have released Race Before the Race, the firs...

16/04/2026

NAB 2026: DPA Microphones N-Series Firmware Update Adds Duplex Gap and Guard Band Access for North American Users

DPA Microphones has released a firmware update for its N-Series Digital Wireless...

16/04/2026

NAB 2026: See Sony's Live Stage Presentations at NAB Show 2026

Sony's Live Stage at NAB Show 2026 is the place to hear directly from the content creators, end users, and technology experts who are pushing boundaries in ...

16/04/2026

Perfect Game and Youth Prospects Announce Broadcast Rights and Content Partnership

Perfect Game and Youth Prospects have announced a partnership covering broadcast...

16/04/2026

National Collegiate Rugby Partners with All Womens Sports Network for 2026 National 7s Championships

National Collegiate Rugby (NCR) has announced a media rights partnership with Al...

16/04/2026

NAB 2026: Audio-Technica Introduces BP350ST-UB and BP350ST-UL Mid-Side Stereo Broadcast Microphones

Audio-Technica has announced two new mid-side (MS) stereo broadcast microphones:...

16/04/2026

NAB 2026: PSSI Global Services Acquires Beagle Networks

PSSI Global Services has announced the acquisition of Beagle Networks, a provider of IT infrastructure and onsite technical support for media and enterprise cus...

16/04/2026

NAB 2026: Blackmagic Design Releases Blackmagic Camera for iOS 3.3

Blackmagic Design has released Blackmagic Camera for iOS 3.3, a free update available now from the Apple App Store. The update will be demonstrated at NAB Show ...

16/04/2026

SVG New Sponsor Spotlight: 4Wall Entertainment's Dave Caulwell on Scaling Live Event Production for Sports

As live sports production continues to expand across linear, digital, and in-ven...

16/04/2026

ESPN Enters First HDR Postseason With REMCO Support in New Bristol-Based Control Rooms

Part of an infrastructure upgrade, the recently constructed spaces accommodate n...

16/04/2026

NBC Sports Tips Off First NBA Playoffs Campaign in 23 Years With Six-Truck Fleet, Interchangeable Production Model

NBC has added NEP's Supershooter 11, which only just came online in time for...

16/04/2026

Reimagining Earth Measurement for the AI Era: L3Harris and Xoople Develop a New Spaceborne Capability

For decades, understanding the physical world from space has required a trade-of...

16/04/2026

Locality and Nielsen Announce Landmark Integration of Media Data Engine, Transforming Local TV Measurement

The integration accelerates demographic audience delivery across local markets a...

16/04/2026

Quickplay Deploys Gray Medias New Streaming Platform

Share Copy link Facebook X Linkedin Bluesky Email...

16/04/2026

Spectrum TV App Launches On Google TV and Other Android TV Devices

Share Copy link Facebook X Linkedin Bluesky Email...

16/04/2026

Telestream Enables Multi-Cloud Media Workflows with Oracl...

Telestream Cloud Services, including Vantage Cloud, UP, and SENTRY monitoring tools, are now optimized for OCI, powering flexible multi-cloud media orchestratio...

16/04/2026

Fox Corporation Names Amazon Web Services its Preferred A...

Fox Corporation (Nasdaq: FOXA, FOX; FOX or the Company ) today announced a strategic collaboration with Amazon Web Services (AWS), naming AWS as its preferre...

16/04/2026

Triveni Digital Introduces New StreamScope Analyzer to Br...

Triveni Digital, a trusted leader in ATSC 1.0 and 3.0 service delivery, data broadcasting, and quality assurance solutions, today announced an ISDB-Tb capabilit...

16/04/2026

Synamedia and SoFast team up to accelerate FAST and OTT

Synamedia and SoFast announce strategic go-to-market partnership to accelerate FAST, pay-TV, and VOD At the NAB Show 2026, Synamedia and SoFast are announcing ...

16/04/2026

Imagine Builds on a Decade of ST 2110 Leadership at 2026...

Showcases New, Open-Standard IP Solutions Across Its Portfolio, From Production to Playout Imagine Communications is marking a decade of leadership in ST 2110 ...

16/04/2026

Roku Marks 100M Milestone

Share Copy link Facebook X Linkedin Bluesky Email...

16/04/2026

Sportway and Broadcast Solutions acquire Studio Automated...

Sportway Media Group, a world leading AI-automated sports production company and Broadcast Solutions, a leading system integrator and provider of innovative sol...

16/04/2026

AJA to Acquire Video Encoding Software Company Comprimato

Share Copy link Facebook X Linkedin Bluesky Email...

16/04/2026

NAB Show 2026: Sony Announces New Cameras, Virtual Production Tools

Share Copy link Facebook X Linkedin Bluesky Email...

16/04/2026

Synamedia launches GO Shorts

Share Copy link Facebook X Linkedin Bluesky Email...

16/04/2026

Clear-Com Introduces Arcadia and Eclipse HX Updates

Share Copy link Facebook X Linkedin Bluesky Email...

16/04/2026

AJA Enters into Agreement to Acquire Video Encoding Software Company Comprimato

AJA Enters into Agreement to Acquire Video Encoding Software Company Comprimato Brie Clayton April 15, 2026 0 Comments Deal will expand AJA's video ...

16/04/2026

Deity Announces PR-4 Compact Field Recorder with Pre-Orders Launching April 14

Deity Announces PR-4 Compact Field Recorder with Pre-Orders Launching April 14 Brie Clayton April 15, 2026 0 Comments Deity Microphones today announce...

16/04/2026

Berklee's First Homecoming Brings Global Alumni to Boston for a Block Party Celebration

Berklee's First Homecoming Brings Global Alumni to Boston for a Block Party ...

16/04/2026

One Unforgettable Night in an Unfamiliar Place Shakes Everyday Life to Its Core in Netflix's New Series The Facade of Love'

Back to All News One Unforgettable Night in an Unfamiliar Place Shakes Everyday...

16/04/2026

The Law According to Lidia Pot': How Italy's Beloved Legal Show Left a Mark on the Country

Back to All News The Law According to Lidia Po t': How Italys Beloved Lega...

16/04/2026

No Need for Space Gear - Capcom's PRAGMATA' Joins GeForce NOW on Launch Day

Head straight for orbit with GeForce NOW - no space helmet required. PRAGMATA,...

15/04/2026

BBC World Service TV Selects Open Broadcast Systems IP Decoders for Global Distribution

Open Broadcast Systems has announced that BBC World Service has selected its IP ...

15/04/2026

NAB 2026: LiveU Expands Collaboration with Sony to Include File-Based Workflow Integration

LiveU has announced an expansion of its collaboration with Sony Corporation, add...

15/04/2026

NAB 2026: Ateme and NVIDIA Announce Immersive Video Workflow for Apple Vision Pro

Ateme has announced a collaboration with NVIDIA to support live Apple Immersive ...

15/04/2026

Professional Fighters League Renews Multi-Year Partnership with DAZN DACH

The Professional Fighters League (PFL) has announced a multi-year partnership renewal with DAZN DACH, covering Germany, Switzerland, Austria, Liechtenstein, and...

15/04/2026

NAB 2026: Canon Sets New Benchmark with CINE-SERVO 40-1200m Lens; New Remote Camera Controller Supports Up to 200 Cameras

Canon U.S.A. (NAB Booth C3825) today took the lid off of the CINE-SERVO 40-1200m...

15/04/2026

NAB 2026: Panasonic and NEP Group to Demonstrate KAIROS and NEP Platform Integration

Panasonic Video and Audio Systems North America and NEP Group will demonstrate a...

15/04/2026

Exclusive Wasabi Report: AI Spending Is Surging, But ROI Tells a Different Story

For the fourth year running, independent analysts found businesses across all industries and verticals pay roughly the same amount in fees as they spend on stor...

15/04/2026

NBC Sports to Broadcast The Soccer Tournament Live on NBC, Peacock, and NBCSN, May 30-June 1

The Soccer Tournament (TST) has announced a media rights deal with NBC Sports to...

15/04/2026

NAB 2026: JB&A Announces Exhibitors for Pre-NAB 2026 Technology Event

JB&A will host the Pre-NAB 2026 Technology Event on April 17-18 at Flamingo Las Vegas, ahead of NAB Show. The event features hands-on demonstrations and technic...