Resource Recycling
  • The Latest
  • Analysis
    • All
    • Certification Scorecard
    • Industry Announcements
    • Opinion
    Apple Watch on product box.

    Wearables are coming and ITAD isn’t ready

    Certification Scorecard — Week of April 13, 2026

    EV Battery Pack - Sergii Chernov-Shutterstock

    Redwood, Rivian deal fuels US infrastructure plans

    Bloom ESG and e-Stewards roll out critical metals metric

    Colorado regulators suggest mid-range EPR scenario

    Why collaboration on plastic waste still matters

    Battery recycler Ascend Elements files for bankruptcy

    Battery recycler Ascend Elements files for bankruptcy

    EPR fees are a market signal. Here’s what they’re telling you.

    EPR fees are a market signal. Here’s what they’re telling you.

    Wolframite ore, the primary ore of tungsten from Altai, Russia

    Tungsten scrap export controls draw industry attention

    Certification Scorecard — Week of April 6, 2026

  • Conferences
  • Publications

    Other Topics

    Textiles
    Organics
    Packaging
    Glass
    Brand Owners

    Metals
    Technology
    Research
    Markets
    Grant Watch

    All Topics

Subscribe
No Result
View All Result
Resource Recycling
  • The Latest
  • Analysis
    • All
    • Certification Scorecard
    • Industry Announcements
    • Opinion
    Apple Watch on product box.

    Wearables are coming and ITAD isn’t ready

    Certification Scorecard — Week of April 13, 2026

    EV Battery Pack - Sergii Chernov-Shutterstock

    Redwood, Rivian deal fuels US infrastructure plans

    Bloom ESG and e-Stewards roll out critical metals metric

    Colorado regulators suggest mid-range EPR scenario

    Why collaboration on plastic waste still matters

    Battery recycler Ascend Elements files for bankruptcy

    Battery recycler Ascend Elements files for bankruptcy

    EPR fees are a market signal. Here’s what they’re telling you.

    EPR fees are a market signal. Here’s what they’re telling you.

    Wolframite ore, the primary ore of tungsten from Altai, Russia

    Tungsten scrap export controls draw industry attention

    Certification Scorecard — Week of April 6, 2026

  • Conferences
  • Publications

    Other Topics

    Textiles
    Organics
    Packaging
    Glass
    Brand Owners

    Metals
    Technology
    Research
    Markets
    Grant Watch

    All Topics

Subscribe
No Result
View All Result
Resource Recycling
No Result
View All Result
Home Plastics

RIT researchers develop AI-based textile recycling system

Andrew HawthornebyAndrew Hawthorne
July 2, 2025
in Plastics
RIT researchers develop AI-based textile recycling system
An AI-powered recycling system at the Rochester Institute of Technology can identify non-recyclable components of clothing and can detect the fiber composition of the whole item. | Kostikova Natalia/Shutterstock

Researchers at the Rochester Institute of Technology are developing a high-speed automated system to disassemble and recycle clothing.

The process uses lasers and an AI-system to identify non-recyclable materials and cut them off the recyclable cloth, then sorts the cloth to be recycled. The system can identify large non-recyclable parts, like buttons and zippers, and find the fiber composition of the whole item, according to an article by RIT.

The system uses an AI program developed by research team members Sri Priya Das and associate research professor Abu Islam. The AI can recognize details such as logos, collars, and cuffs to identify what the item might be.

The process uses three infrared cameras to create a three-dimensional composition map. According to the article, the fully automated system can process each item in 10 seconds and is designed to be replicable and scalable to the clothing industry.

“Today, recyclers prefer post-industrial fabrics because of their predictable material properties,” program manager Mark Wallak said in the article. “We’re working to advance beyond that step by transforming post-consumer clothing into high-quality, reliable feedstock also. This makes these materials not only viable, but preferable, helping divert them from landfills.”

According to the article, researchers are working alongside clothing manufacturers to develop this system. The nonprofit Goodwill provides clothing for testing, and sportswear giant Nike gave industry advice to make the process replicable in the project’s early stages. Researchers are also working with Ambercycle, a textile recycler that works to make polyester manufacturing carbon-neutral.

The project is funded by a $1.3 million grant from the REMADE Institute, an organization that works with corporations and funds research to create sustainable manufacturing practices. The RIT researchers presented the project at the REMADE Institute’s 2023 conference.

“The advent of ‘fast fashion’ in the 20th century transformed how we buy, wear, and get rid of clothes,” the REMADE institute wrote in a summary of the conference. “While some post-consumer clothes get reused, most end up in landfills or are incinerated.”

Textile recycling continues to prove challenging to scale up, as many clothes use multiple materials. In 2018, 11.3 million tons of clothing and footwear went to landfills, making up 7.7% of all municipal landfill waste that year, according to the EPA. In the same year, less than 15% of textiles were recycled.

As of last month, the project is doing pilot tests of the system and expects to begin deploying the process this year. According to the RIT article, the technology has already found interest from recycling companies in the U.S. and internationally.

Tags: Hard-to-Recycle MaterialsResearchTechnology
TweetShare
Andrew Hawthorne

Andrew Hawthorne

Related Posts

AI surge, dealmaking reshape  ITAD industry 

byScott Snowden
April 16, 2026

ITAD industry representatives spoke at the ReMA conference in Las Vegas about how AI tools, data center demand and consolidation...

Apple Watch on product box.

Wearables are coming and ITAD isn’t ready

byDavid Daoud
April 16, 2026

Wearable devices provide unique challenges at end of life.

EV Battery Pack - Sergii Chernov-Shutterstock

Redwood, Rivian deal fuels US infrastructure plans

byStefanie Valentic
April 15, 2026

Batteries that are no longer ideal for powering a vehicle still have substantial capacity left. Automobile manufacturer Rivian and battery...

TOMRA rolls out updated FINDER with AI tools

byScott Snowden
April 14, 2026

TOMRA introduced an updated FINDER metal sorting system with modular sensors and AI tools, aiming to improve separation of complex...

Amazon, DOE partner on critical materials recovery

byScott Snowden
April 13, 2026

DOE and Amazon will study recovery of graphite from textiles and gallium from IT hardware, aiming to strengthen US supply...

Rice researchers use lemon juice to boost battery recycling

byScott Snowden
April 9, 2026

Rice researchers reported a battery recycling process that uses plasma and mild solvents to recover most metals from black mass...

Load More
Next Post

Editor's farewell: So long, but not goodbye

Leading the Charge in Safe Battery Recycling
Sponsored

Leading the Charge in Safe Battery Recycling

byThe Battery Network
April 13, 2026

We’re connecting people, brands, and communities through one nationwide network built to make battery recycling safer, simpler, and more accessible...

Read moreDetails

More Posts

EPR fees are a market signal. Here’s what they’re telling you.

EPR fees are a market signal. Here’s what they’re telling you.

April 10, 2026

Recycling Partnership CEO stepping down

April 15, 2026
Battery recycler Ascend Elements files for bankruptcy

Battery recycler Ascend Elements files for bankruptcy

April 13, 2026
Wolframite ore, the primary ore of tungsten from Altai, Russia

Tungsten scrap export controls draw industry attention

April 9, 2026

WM opens new $60m MRF in Indy

April 10, 2026
Industry group: Help us find the plastic bale volumes we need

PET bales sink further as other grades firm 

April 15, 2026

GFL acquires SECURE Waste for $6.4bn

April 13, 2026
Colorado regulators suggest mid-range EPR scenario

Why collaboration on plastic waste still matters

April 13, 2026
Solarcycle starts up Georgia recycling plant

S3399 signals a shift in how states are tackling solar panel waste

April 6, 2026

Amazon, DOE partner on critical materials recovery

April 13, 2026
Load More

About & Publications

About Us

Staff

Archive

Magazine

Work With Us

Advertise
Jobs
Contact
Terms and Privacy

Newsletter

Get the latest recycling news and analysis delivered to your inbox every week. Stay ahead on industry trends, policy updates, and insights from programs, processors, and innovators.

Subscribe

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

Please enter your username or email address to reset your password.

Log In

Add New Playlist

No Result
View All Result
  • The Latest
  • Analysis
  • Recycling
  • E-Scrap
  • Plastics
  • Policy Now
  • Conferences
    • E-Scrap Conference
    • Plastics Recycling Conference
    • Resource Recycling Conference
    • Textiles Recovery Summit
  • Magazine
  • About Us
  • Advertise
  • Archive
  • Jobs
  • Staff
Subscribe
This website uses cookies. By continuing to use this website you are giving consent to cookies being used. Visit our Privacy and Cookie Policy.