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

15/04/2026

Autocue to Mark 2026 NAB Show Debut of its New PTZ Prompter

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Locality Deploys Nielsen's Media Data Engine

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Viant Announces Agreement to Acquire TVision

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Evergent introduces Agentic Revenue Orchestration Platfor...

Evergent introduces its Agentic Revenue Orchestration Platform, transforming how subscription businesses across direct-to-consumer streaming, pay-TV, telecommun...

15/04/2026

CentralCast Delivers Breakthrough Efficiencies to Public...

Harmonic's XOS Media Processor Delivers Exceptional Video Quality to More than Half of U.S. Public Media Viewership Harmonic (NASDAQ: HLIT) today announce...

15/04/2026

DPA N Series Wireless System Unlocks Duplex Gap and Guard...

LONGMONT, COLORADO, APRIL 15, 2026 DPA Microphones N Series Digital Wireless System users in North America can now take full advantage of the system's exc...

15/04/2026

Cobalt Iron Launches Compass Tape Gateway Modernizing IBM...

Cobalt Iron, a leading provider of SaaS-based enterprise data protection, today announced the launch of Compass Tape Gateway (CTG), a transformative enhancemen...

15/04/2026

Disguise to Showcase Cutting-Edge Experience Tech for Sports, Broadcast and More at NAB 2026

Disguise to Showcase Cutting-Edge Experience Tech for Sports, Broadcast and More...

15/04/2026

Arooj Aftab Makes the Music She Wants to Hear

Arooj Aftab Makes the Music She Wants to Hear The singular artist explores the juxtaposition of grief and joy, dark and light, in her distinctive sound. Apri...

15/04/2026

Panasonic, NEP Partner on IP-Based Live Production

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Encompass Digital Media Powers Global Cloud Transformatio...

Interra Systems, a provider of end-to-end quality assurance solutions for the digital media industry, is proud to announce its central role in the digital trans...

15/04/2026

Viaccess-Orca Powers MasOranges Multi-Brand TV Expansion...

VO Integrates Client-Side and Server-Side Ad Technologies with its Secure Video Player and Segmentation Tools, Leveraging Broadpeak's SSAI and BPK SmartLib ...

15/04/2026

TMT Insights Unveils AI at NAB 2026

TMT Insights, a leader in professional services and software development for the media and entertainment (M&E) industry, today announced the launch of TMT AI at...

15/04/2026

Encompass Digital Media and Oracle Cloud Infrastructure E...

Encompass Digital Media, a global leader in managed broadcast and cloud-based media services, today announced an expanded partnership with Oracle Cloud Infrastr...

15/04/2026

Middleman Software Debuts PhaseLock Technology and Expand...

Middleman Software, a leading provider of signaling and synchronization solutions for broadcast and streaming workflows, today announced it will unveil PhaseLoc...

15/04/2026

Deity Announces PR-4 Compact Field Recorder

Deity Microphones today announced the PR-4, a compact six-track field recorder featuring four inputs, 32-bit float recording, advanced routing, and a workflow-f...

15/04/2026

Blackmagic Design Announces Fairlight Live

Blackmagic Design Announces Fairlight Live Brie Clayton April 15, 2026 0 Comments Powerful software-based live audio mixer with support for SMPTE-2110...

15/04/2026

Haivision Launches Falkon X4 5G Transmitters

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

JB&A Spotlights Exhibitors Ahead of Pre-NAB 2026 Technology Event

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Wave Central, EVS Announce SMPTE ST 2110 Interop Collaboration

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Top Reason for Subscribing to Pay TV Is Live News and TV, Survey Finds

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

NAB Leadership Foundation Honors Outstanding Broadcasters

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Wisycom Expands MPR60 With New Multichannel IFB Mode

Share Copy link Facebook X Linkedin Bluesky Email...

15/04/2026

Thomas Riedel Acquires Premium Manufacturer ARRI

Strategic Alignment With the Riedel Group for Innovation and Growth Thomas Riedel, founder and owner of Riedel Communications and the Riedel Group, has acqui...

15/04/2026

Iyuno Deploys SDVI Rally Platform to Accelerate and Scale...

SDVI, the leading platform provider for cloud-native media supply chains, today announced that the company's Rally platform has been deployed by Iyuno Media...

15/04/2026

Frequency Leads the Industry in Live Local News on FAST

Frequency, the engine behind many of the worlds leading streaming television channels, has become the platform of choice for leading U.S. broadcasters bringing ...

15/04/2026

Harmonic Introduces Breakthrough AI Orchestration Service...

New Service Simplifies Integration of AI Applications with Exceptional Reliability and Security SAN JOSE, Calif. April 14, 2026 Harmonic (NASDAQ: HLIT) t...

15/04/2026

VIDI and Media Links Bring Scalable IP Transport to Germa...

During the 2025 off-season, VIDI completed a major upgrade of the broadcast infrastructure across all 36 stadiums in Germany's 1st and 2nd Bundesliga. The p...

15/04/2026

Clear-Com Introduces Transformational Arcadia and Eclipse...

Clear-Com announced significant updates to its award-winning Arcadia Central Station as well as enhancements to the Eclipse HX Digital Matrix System now runn...

15/04/2026

Shotoku Introduces the World to Aura P2 PTZ Prompter Panner at NAB SHOW 2026

Shotoku Introduces the World to Aura P2 PTZ Prompter Panner at NAB SHOW 2026 Brie Clayton April 15, 2026 0 Comments New system removes PTZ pan restric...

15/04/2026

LiveU Announces Expanded Collaboration with Sony at NAB Show, Adding Direct File Workflow Integration

LiveU Announces Expanded Collaboration with Sony at NAB Show, Adding Direct File...

15/04/2026

This 24-Hour Performance Art Piece Needs Your Participation

This 24-Hour Performance Art Piece Needs Your Participation Keefer Glenshaws latest project is about collaborating with the Berklee community and beyond. Apr...

15/04/2026

Rethinking AI TCO: Why Cost per Token Is the Only Metric That Matters

Traditional data centers only stored, retrieved and processed data. In the generative and agentic AI era, these facilities have evolved into AI token factories....

15/04/2026

New Adobe Premiere Color Grading Mode Accelerated on NVIDIA GPUs

The NAB Show 2026 trade show, running April 18-22 in Las Vegas, is set to showcase a wave of new features and optimizations for top video editing applications. ...

14/04/2026

NAB 2026: Haivision Launches Falkon X4 5G Mobile Video Transmitter

Haivision has announced the Falkon X4, a 5G mobile video transmitter for live broadcast and remote production. The device will be showcased at NAB Show 2026. ...

14/04/2026

SVG New Sponsor Spotlight: Stripe TVs Matthew Pavey on Making Live-Production Tech More Portable, Intuitive, and Accessible

Founded by veterans of the production-truck world, Stripe TV was born out of a d...

14/04/2026

Studio Berlin Adds LDX 135 and LDX 180 Camera Systems from Grass Valley

Grass Valley has expanded its partnership with Studio Berlin, supplying 12 LDX 135 UHD/HDR camera systems and 12 LDX 180 Super 35mm cinematic cameras, including...

14/04/2026

LTN Appoints Mark Romano and Edward Cox to Vice President Roles

LTN has announced two senior appointments ahead of NAB Show 2026: Mark Romano as Vice President, Multichannel Platforms, and Edward Cox as Vice President, Sales...

14/04/2026

Agor and Sennheiser to Deploy Largest Spectera System to Date at Eurovision Song Contest 2026

Sennheiser and Italian rental company Agor have begun preparations for their Eu...

14/04/2026

DAZN and ADI Predictstreet Announce Prediction Market Partnership Ahead of FIFA World Cup 2026

DAZN and ADI Predictstreet have announced a partnership to integrate ADI Predict...

14/04/2026

Deltatre Completes Digital Platform for Serie A as Part of Four-Season Partnership

Deltatre has announced the completion of a direct-to-fan website and app for Leg...

14/04/2026

NAB 2026: Daktronics to Exhibit with Grass Valley

Daktronics, will exhibit at NAB Show 2026 in partnership with Grass Valley at Booth C2408, Las Vegas Convention Center, April 19-22. Daktronics will showcase a...

14/04/2026

NAB 2026: Backblaze to Host Partner Showcases

Backblaze will host a series of partner presentations at NAB Show 2026 (Booth N1259, North Hall), open to all exhibition hall badge holders. Showcase partners i...

14/04/2026

NAB 2026: BRAHMA AI to Exhibit Enterprise AI Content Platform

BRAHMA AI will exhibit at NAB Show 2026 (Booth W2415, West Hall), demonstrating its Enterprise AI Content Platform for media, entertainment, sports, and technol...

14/04/2026

Bridge Technologies VB440 Integrated into NEP Platform

Bridge Technologies has announced that its VB440 production probe has been integrated into NEP Platform, NEP Group's software orchestration system. The inte...

14/04/2026

NAB 2026: Clear-Com to Demonstrate Expanded Intercom Ecosystem

Clear-Com will introduce new products and demonstrate its communications ecosystem for broadcast and live production at NAB Show 2026 (Booth C5807, April 19-22)...

14/04/2026

NAB 2026: EZDRM to Introduce Revenue Security Prism Framework

EZDRM will use NAB Show 2026 (Booth W2260) to introduce the Revenue Security Prism, a framework for combining multiple security technologies to protect streamin...

14/04/2026

NAB 2026: Telos Alliance Product Preview

Telos Alliance will introduce the following products at NAB Show 2026: TV and Media Telos Infinity MK2 Panels: A new generation of hardware control panels for...

14/04/2026

NAB 2026: Panasonic to Showcase IP and IT Production Solutions

Panasonic Video and Audio Systems North America will exhibit at NAB Show 2026 (Booth C3509), demonstrating IP- and IT-based production solutions for sports, bro...

14/04/2026

Behind the Mic: WNBA Adds Sue Bird, Sophie Cunningham to Networks Commentary Teams; John Buccigross Signed to ESPN Extension

Behind The Mic provides a roundup of recent news regarding on-air talent, includ...