dotlah! dotlah!
  • Cities
  • Technology
  • Business
  • Politics
  • Society
  • Science
  • About
Social Links
  • zedreviews.com
  • citi.io
  • aster.cloud
  • liwaiwai.com
  • guzz.co.uk
  • atinatin.com
0 Likes
0 Followers
0 Subscribers
dotlah!
  • Cities
  • Technology
  • Business
  • Politics
  • Society
  • Science
  • About
  • Technology

The Singapore Students Using Cloud For Smarter Recycling

  • October 25, 2019
Total
0
Shares
0
0
0

Coming up with big ideas in technology used to take the kind of time and money that only large companies had.  Now open source tools—like TensorFlow, which provides access to Google’s machine learning technology—mean anyone with a smart concept has the opportunity to make it a reality. Just ask Arjun Taneja and Vayun Mathur, two friends and high school students from Singapore with a big ambition to improve recycling rates.

Arjun and Vayun realized that separating waste is sometimes confusing and cumbersome—something that can derail people’s good intentions to recycle. Using TensorFlow, they built a “Smart Bin” that can identify types of trash and sort them automatically. The Smart Bin uses a camera to take a picture of the object inserted in the tray, then analyzes the picture with a Convolutional Neural Network, a type of machine learning algorithm designed to recognize visual objects.

To train the algorithm, Arjun and Vayun took around 500 pictures of trash like glass bottles, plastic bottles, metal cans and paper. It’s a process that would normally be laborious and expensive. But by using Google’s Colab platform for sharing resources and advice, the students could access a high powered graphics processor (GPU) in the cloud for free. They were also able to access Tensor Processing Units, Google’s machine learning processors which power services like Translate, Photos, Search, Assistant and Gmail. These tools helped their system analyze large amounts of data at once, so the students could correct the model if it didn’t recognize an object. As a result, the model learned to classify the objects even more quickly. Once the Smart Bin was trained, all they had to do was place an object in the tray, and the system could predict whether it was metal, plastic, glass or paper—with the answer popping up on a screen.

Building on their successful trials at home, Arjun and Vayun showcased the Smart Bin with a stall at last week’s Singapore Maker Faire, and they continue to work on other projects. It’s a great example of how tools available in the cloud are cutting out processes and costs that might have held back this kind of invention in the past.

 

Source: Google Blog

Total
0
Shares
Share
Tweet
Share
Share
Related Topics
  • Google Cloud
  • Machine Learning
  • Recycling
  • Singapore
  • TensorFlow
majulah

Previous Article
  • Technology

NUS, Keppel and SLNG Join Forces to Develop New Energy-Efficient Cooling Technology for Data Centres

  • October 24, 2019
View Post
Next Article
  • Lah!

Singapore Ranks As The World’s Most Competitive Economy

  • October 25, 2019
View Post
You May Also Like
View Post
  • Gears
  • Technology

Meet Samsung Galaxy Tab S11 Series: Packing Everything You Expect From a Premium Tablet

  • Dean Marc
  • September 4, 2025
View Post
  • Technology

Malaysia’s ‘ASEAN Shenzhen’ needs some significant legal reform to take off — here’s how

  • dotlah.com
  • August 25, 2025
View Post
  • Gears
  • Technology

Samsung Electronics Debuts Odyssey G7 Monitors, Showcasing Top Games on Its Displays at Gamescom 2025

  • Dean Marc
  • August 20, 2025
View Post
  • Artificial Intelligence
  • Technology

Thoughts on America’s AI Action Plan

  • Dean Marc
  • July 24, 2025
View Post
  • Technology

ESWIN Computing launches the EBC77 Series Single Board Computer with Ubuntu

  • dotlah.com
  • July 17, 2025
View Post
  • Gears
  • Technology

Samsung Galaxy Z Fold7: Raising the Bar for Smartphones

  • Dean Marc
  • July 9, 2025
View Post
  • Cities
  • Technology

Meralco PowerGen’s PacificLight starts up 100 MW fast-response plant in Singapore

  • dotlah.com
  • June 20, 2025
View Post
  • Technology

Apple services deliver powerful features and intelligent updates to users this autumn

  • Dean Marc
  • June 12, 2025


Trending
  • 1
    • Cities
    • Lah!
    JTC & Shell To Explore Semakau Solar Farm To Meet Singapore’s Growing Clean Energy Needs
    • June 18, 2021
  • 2
    • Lah!
    Singapore And The Eurasian Economic Union Deepen Economic Relations Through A Free Trade Agreement
    • October 2, 2019
  • 3
    • Food
    • People
    Could Obesity Drugs Take A Bite Out Of The Food Industry?
    • September 5, 2023
  • 4
    • Technology
    GovTech Licenses “SPOTON” Software To SMEs & NPO To Produce Smart Thermal Scanners
    • September 19, 2020
  • 5
    • Lah!
    CapitaLand And Shopee Collaborate To Accelerate Digitalisation Of Singapore Retailers Through Diversified Retail Strategies
    • October 29, 2020
  • We are all collateral damage 6
    • People
    From Suffering To Uprising. The Inevitability Of Violent Protests In Societies We Are Creating.
    • July 1, 2023
  • 7
    • Technology
    NETS And Singtel Partner To Provide More Cross-Border Digital Payment Opportunities In Southeast Asia
    • August 25, 2020
  • 8
    • Lah!
    • Technology
    MINDEF Holds Second Bug Bounty Programme To Strengthen Cyber Defence
    • September 27, 2019
  • 9
    • Lah!
    • Technology
    World’s Leading Scientists And Technologists To Gather At The Global Young Scientists Summit 2021
    • January 8, 2021
  • 10
    • Society
    • Technology
    How To Make Sure Tech Doesn’t Leave People Behind
    • January 9, 2020
  • 11
    • Lah!
    • Technology
    Bullfrog Skin And Fish Scales For Bone Repair
    • May 29, 2021
  • 12
    • Society
    Accomodating Workers Affected By Lockdown In Malaysia
    • March 17, 2020
Trending
  • Kitchen Knives - Best All-Around Picks in 2025 1
    Kitchen Knives : The Surgeons of Cooking – Best All-Around Picks in 2025
    • September 15, 2025
  • 2
    Apple unveils iPhone 17 Pro and iPhone 17 Pro Max, the most powerful and advanced Pro models ever
    • September 9, 2025
  • 3
    Apple debuts iPhone 17
    • September 9, 2025
  • Fruits and vegetables for cooking. For food processors. 4
    Food Processor: The Swiss Army Knife of the Kitchen – Best All-Around Picks in 2025
    • September 8, 2025
  • 5
    Meet Samsung Galaxy Tab S11 Series: Packing Everything You Expect From a Premium Tablet
    • September 4, 2025
  • 6
    Malaysia’s ‘ASEAN Shenzhen’ needs some significant legal reform to take off — here’s how
    • August 25, 2025
  • French Fries 7
    Air Fryer: The One Cooking Appliance to Rule Them All – Best All-Around Picks in 2025
    • August 22, 2025
  • 8
    Samsung Electronics Debuts Odyssey G7 Monitors, Showcasing Top Games on Its Displays at Gamescom 2025
    • August 20, 2025
  • 9
    HP Cranks Up the Game with Smarter Systems, Cooler Builds, and Gear That Hits Different
    • August 14, 2025
  • 10
    New Trump tariffs: early modelling shows most economies lose – the US more than many
    • August 6, 2025
Social Links
dotlah! dotlah!
  • Cities
  • Technology
  • Business
  • Politics
  • Society
  • Science
  • About
Connecting Dots Across Asia's Tech and Urban Landscape

Input your search keywords and press Enter.