Of the 8.3 billion tons of virgin plastic waste created each year, despite decades of efforts to reduce the amount that ends up in landfills, only about 9 percent gets recycled.
London-based computer vision startup Recycleye looks to give those recycling numbers a big boost with its AI-driven system for identifying waste materials.
By automating and speeding the movement of materials through sorting systems, and identifying them with more precision, Recycleye says it can significantly increase capacity for recycling companies while upping the overall recovery rate.
Pretty lofty promises from a two-year-old company that started in the most unglamorous of ways.
We went out and collected trash from bins, took it back to my garage, and started building our first proof-of-concept, said Peter Hedley, chief technology officer at Recycleye, which is a member of the NVIDIA Inception accelerator program for AI startups.
One Man's Trash Is Another Man's Treasure Hedley and Dewulf, co-founders of Recycleye. Hedley and company co-founder and CEO Victor Dewulf started discussing the possibilities of their technology during their masters' work at the Imperial College of London, where they worked on applying computer vision to waste streams.
Dewulf ultimately wrote a paper on the topic, got interest from academia and industry, and then left his job as an analyst at Goldman Sachs to start working on a Ph.D. so he could refine his idea. The next thing Hedley knew, Dewulf had him dumpster diving and developing the idea into a commercial product.
Buoyed by acceptance into Microsoft's AI accelerator program, they found themselves on the receiving end of an £800,000 (about $1.1 million) seed investment, followed by another £400,000 in grants in 2020.
By the end of 2020, the startup had already proven itself with the top waste-management firms in the U.K. Last April, they partnered with energy leader TotalEnergies and recycling pioneer Valorplast on the OMNI project, one of seven winning projects selected by nonprofit French sustainability company Citeo.
An AI on Closing the Recycling Loop To date, effectively recognizing and separating items that have contained food from other items has not been possible. However, a crucial step in improving recycling rates is to optimize the quality of recycled materials that are passed on to plastic manufacturers.
Recycleye's partnership with Valorplast and TotalEnergies focuses on the application of AI to identify food-grade and nonfood-grade plastic packaging with the goal of increasing the circular recycling of these products. It could even help in the development of new applications, such as improved food packaging.
Recycleye has also partnered with universities to create WasteNet, an open-source database that is now the world's largest waste dataset, with more than 2.5 million training images.
Recycleye is an NVIDIA Metropolis partner, providing offerings that integrate the full Metropolis stack for video analytics inference. The Recycleye team uses the NVIDIA Jetson platform and dug into accelerated deep learning tools such as pretrained models, the NVIDIA TAO Toolkit and the NVIDIA DeepStream SDK.
With the NVIDIA tools and huge training dataset behind it, Recycleye has slashed the time it takes to deploy its model from an unworkable two months down to just two hours, while achieving accuracies exceeding human vision in identifying items.
The company's devices run on the network's edge, doing all computations onsite, provided there's sufficient internet connectivity. Models are trained in the cloud, on a GPU-enabled instance of Microsoft Azure, and then deployed to Recycleye's devices at client sites.
Algorithms are automatically updated on client devices during software updates. The cloud system also processes data logs and provides the client with dashboard summaries of that data.
A Recycleye intelligent picking system. Coming: Global Expansion and More Robots Recycleye also develops robots powered by Recycleye Vision, jointly with FANUC, one of the world's largest robotics manufacturers. Having already installed Recycleye Vision and Recycleye Robotics in the U.K. and France earlier this year, Hedley expects more waste companies will follow suit to automate their manual sorting with robotics.
But Recycleye has much bigger aspirations now that it has a scalable system that can be deployed globally, and Hedley said that the more deployments the company does, the better its technology will get.
When we have a device at both the end and the front of a line, we can see what happens if the quantity of material increases, but the quality decreases, said Hedley. We can start optimizing machinery and configuration, and start having machines making decisions.
Most recent headlines
06/10/2025
France T l visions, France's leading broadcaster, has received the 2025 EBU ...
04/09/2025
Monumental Sports & Entertainment (MSE), in collaboration with Dalet, has been a...
07/08/2025
July 8 2025, 22:30 (PDT) Tata Motors & Dolby Bring Dolby Atmos to Harrier.ev, R...
15/07/2025
L3Harris put its CORVUS-RAVEN counter-small UAS capability into the hands of soldiers at VANAHEIM, showcasing its ability to provide passive signal detect, enha...
15/07/2025
Netflix Viewing Up 13.5% vs. May, Represents 42% of Monthly Gain for Streaming
...
15/07/2025
SAN FRANCISCO and BENGALARU, India Sangeeta Chakraborty has been named chief revenue officer at Amagi, a cloud-based software-as-a-service (SaaS) technology pro...
15/07/2025
As part of its mandate, the Advanced Television Systems Committee the U.S. organization tasked with developing advanced broadcast TV standards promotes ATSC 3.0...
15/07/2025
QuickLink, the leading global provider of multi-camera video productions and remote contributions, announces the launch of two innovative control panels Studi...
15/07/2025
Chris Kontopanos has joined leading high-quality microphone solutions manufacturer, DPA Microphones, as the company's new Regional Sales Manager for the Mid...
15/07/2025
Magnifi by VideoVerse, a global leader in AI-powered video automation, has launched a major platform upgrade built to simplify live and archival video editing f...
15/07/2025
Telestream, a global leader in media workflow technologies, will preview its latest innovations at IBC2025, Stand 7.B21. This year's showcase highlights how...
15/07/2025
IBC2025 is set to transform the onsite experience for its global attendees with the launch of a pioneering new feature: full integration of Amsterdam's GVB ...
15/07/2025
Music, sport and technology collided in spectacular fashion as ASB GlassFloor powered the debut of Beats N Buckets, Germany's first Basketball meets Hip-Ho...
15/07/2025
The Collectv, the Emmy award-winning broadcast solutions and workflows consultancy - and winner of Broadcast Tech's Team of the Year is delighted to announc...
15/07/2025
SipRadius, the expert in secure, low latency media transport, will showcase how broadcasters and media companies can take control of fragmented IP workflows at ...
15/07/2025
Appear, the global leader in live production technology, today announced its strategic partnership with beIN ASIA PACIFIC, a leading multi-platform sports media...
15/07/2025
Company marks 15 years of innovation at the show
Broadpeak, a leader in streaming and monetization at scale, will return to IBC (Hall 1, Stand F83. RAI, Amster...
15/07/2025
New software solutions extend trusted timing measurement across broadcast, venue, and professional AV applications
Hitomi Broadcast, the market leader in audi...
15/07/2025
SHENZHEN, China Telycam has added control options for its portfolio of pan-tilt-zoom (PTZ) cameras with a new plug-in for Elgato's Stream Deck family of con...
15/07/2025
MELVILLE, N.Y. Chyron said its Chyron LIVE cloud-native live production solution has successfully completed the Amazon Web Services (AWS) Foundational Technical...
15/07/2025
PHILADELPHIA The Xumo streaming platform joint venture between Comcast and Charter has announced the nationwide launch of a new line of Xumo TVs from Westinghou...
15/07/2025
LONGMONT, Colo. DPA Microphones said Chris Kontopanos has joined the microphone solutions provider as its new regional sales manager, Mid-Atlantic....
15/07/2025
NOT FOR DISTRIBUTION IN OR INTO OR TO ANY PERSON LOCATED OR RESIDENT IN THE UNIT...
15/07/2025
Harmonic's Hybrid, AI-Powered and Live Sports Streaming Innovations are Key ...
15/07/2025
The well-known and well-loved 4099 has been completely revamped. It features amazing CORE+ technology, which eliminates distortion and extends dynamic range, a ...
15/07/2025
Comscore Partners with HyphaMetrics to Launch Advanced Person-Level Audience Mea...
15/07/2025
Peak audiences of over half a million tune into both Kerry v Tyrone and Donegal ...
15/07/2025
PROTON Announces Production Facility Expansion Ahead of IBC2025 posted: 15/07/2025
Proton Announces Production Facility Expansion Ahead of IBC2025
Alongs...
15/07/2025
Submissions for NVIDIA's Plug and Play: Project G-Assist Plug-In Hackathon a...
14/07/2025
The Royal Moroccan Air Force hosted a C-130 award ceremony with L3Harris Technologies President of Intelligence, Surveillance and Reconnaissance Jason Lambert a...
14/07/2025
UK launch set for September, following on from recent US and Germany releases
London - UK, July 14, 2025 - Nielsen, a global leader in audience measurement, da...
14/07/2025
SHENZHEN, China Telycam has added control options for its portfolio of pan-tilt-zoom (PTZ) cameras with a new plug-in for Elgato's Stream Deck family of con...
14/07/2025
The awards are open to IBC2025 show exhibitors and offer a valuable platform for companies to raise awareness for the new products and solutions they will be la...
14/07/2025
Clear-Com is excited to announce a significant expansion of the award-winning Arcadia Central Station with new software updates. Together, these releases dram...
14/07/2025
Grass Valley and Daktronics today announced a strategic technology partnership that unites Grass Valley's live production expertise with Daktronics' lea...
14/07/2025
Cloud playout solutions provider, Veset, and swXtch.io, provider of cloud-based multicast and reliable networking solutions, are partnering to deliver multicast...
14/07/2025
Tintri , a DDN subsidiary and leader in AI-powered data management solutions, today announces a game-changing and award-winning refresh to its global Partner P...
14/07/2025
HighField AI, the broadcast industry's first agentic and multimodal AI platform for automating graphics production, is now commercially available. Developed...
14/07/2025
Encompass Digital Media has today announced that it has been delivering a complex global services project for DAZN, the world s leading sports entertainment pla...
14/07/2025
MASV (massive.io), the fastest, most reliable large file transfer platform trusted by over 10,000 global organizations, announced today it will showcase its nex...
14/07/2025
Calrec is introducing a series of usability, customisation and system enhancements across the entire range of Argo consoles at IBC 2025, on Stand 8.C47. Look ou...
14/07/2025
Fincons Group, IT business consultancy and systems integrator company with more than 40 years of experience in the market, is proud to announce a new engagement...
14/07/2025
Intinor returns to IBC to present the latest updates to its Direkt series. A key development on show is Intinor Direkt Management (IDM), a web-based interface f...
14/07/2025
This month, NVIDIA founder and CEO Jensen Huang promoted AI in both Washington, D.C. and Beijing - emphasizing the benefits that AI will bring to business and s...
14/07/2025
Sony's New Coach's Headset Was Designed in Collaboration With the NFL Featuring a custom dynamic boom mic, the headset will debut in the fall By Dan Da...
14/07/2025
Live From MLB All-Star 2025: MLB Network's Marc Caiafa and Tom Guidice on th...
14/07/2025
Back to All News
Netflix ISP Speed Index for June 2025
Product
14 July 2025
Global
Link copied to clipboard
One percent of Internet Service Providers (ISP...
14/07/2025
Back to All News
Netflix Begins Filming The Map of Longing With Al cia Falc , P...
Of the 8.3 billion tons of virgin plastic waste created each year, despite decades of efforts to reduce the amount that ends up in landfills, only about 9 percent gets recycled.
