TrashBot uses AI to sort recyclables

2022-08-13 00:55:43 By : Ms. Laura Song

There are a number of startups working to improve trash sorting with robots. AMP Robotics is near the top of the list, coupling a picker and a conveyor belt to sort materials in large, automated facilities. The technology aims to correct human shortcomings when it comes to recycling. Too often people either don’t bother to separate trash, or simply don’t understand where things go.

Founded in 2015, CleanRobotics hopes to correct the issue at the point of disposal. The Colorado firm’s flagship trashbot system uses on-board machine learning and robotic systems to sort materials from a single disposal point. It claims the machines are able to do so with roughly 90% accuracy -- not perfect, but certainly better that what humans generally do.

“Recycling rules are confusing and consumers are often so confused that their recycling accuracy is less than chance, leading to highly contaminated recyclables, which no one is buying,” CEO Charles Yhap said in a release. “Our system improves material diversion from landfills, resulting in more recyclables and less waste.”

[youtube https://www.youtube.com/watch?v=O7DZcaV6MaI?version=3&rel=1&showsearch=0&showinfo=1&iv_load_policy=1&fs=1&hl=en-US&autohide=2&wmode=transparent&w=640&h=360]

Given the on-board AI/ML, the trash sorting robot is, naturally, gathering data to help improve the sorting process. CleanRobotics notes, "The recycling bin of the future doesn’t stop there, it also generates high-quality data for waste audits, triggers fullness alerts, and features a large display for video content. And thanks to cloud connectivity, your TrashBot fleet only gets smarter over time."

It's easy to imagine other commerce-related data being utilized, based on the specific trash the system collects.

This week, the company announced a $4.5 million Series A led by Melco International Development Limited and featuring SOSV/HAX, Undivided VC and Longmont Evergreen Opportunity Fund. The funding will go toward CleanRobotics' plans to produce “hundreds” of systems, in addition to those already installed in high-traffic areas like shopping malls and airports.

In particular, the company says it’s eyeing partnerships in China, Australia and Singapore. Funding will also go toward making additional hires, improving manufacturing and ramping up research and development.

Founders of recycling startups say the pandemic changed the investment game

Save money on back-to-school shopping with these 5 apps: Flipp, Rakuten, Slickdeals, PayPal Honey and Amazon.

An official drought has been declared in parts of southern, central and eastern England, what happens now?

For a limited time only, AirPods are on sale for $99.99 at Amazon and other retailers.

STORY: Footage showed the bear wobbling and whining as she sat belly-up in the back of a pick-up truck, after people rescued the visibly-debilitated animal from the forest.Mad honey, or "deli bal" in Turkish, is a type of rhododendron honey that can have hallucinogenic effects.The bear was brought to a vet, where she was receiving treatment and would likely be released into the wild in the coming days, local authorities said, adding that she was in good condition.

They were found in an apartment complex pond, officials said.

Florida Python Challenge is a 10-day event in which pro & novice snake hunters head into the field to capture as many pythons as possible, for a prize

It could eliminate the 2 gigatons of carbon dioxide annually pumped into the atmosphere through traditional cement production.

Chlorine exposure appears to be cause of death of animals at UC Davis research center

Newsom unveils plan to store more water as California gets drier

The attractions of electric vehicles have been magnetic in 2022. Now, there is legislation headed toward the home stretch that will give EVs not only new legitimacy in the eyes of the auto market, but potentially lucrative perks to automakers and consumers who decide to bet on electric vehicles as their chosen mode of transportation -- and investment. "This climate spending includes $60 billion for solar panel and wind turbine manufacturing (and $30 billion in credits for new projects), $60 billion for disadvantaged communities that bear the brunt of climate impacts, $27 billion for clean tech R&D, $20 billion to reduce agricultural emissions, $5 billion for forest conservation, $4 billion for drought funding in Western states, new battery manufacturing credits and many more climate-related priorities," EV site Elektrek reports.

The source of the River Thames has dried up further downstream than ever before, as England looks set to enter a drought that some experts say the country is unprepared for. Britain's Met Office said this July was the driest for England since 1935 with average rainfall, at 23.1 millimetres (0.9 inches), just 35% of the average for the month. "The Thames would normally be at its source - and there's a nice pub next to it - would be about 15 kilometres back upstream," Alisdair Naulls, an engagement officer at the Rivers Trust, told Reuters while standing in a small section of the Thames in Cricklade, about 80 km west of London.

Elon Musk's startup was seeking funds to provide its satellite internet service to rural communities in nearly 650,000 locations across 35 states.

“That bear had to have been to prison.”

Ryann McEnany, ex-White House press secretary Kayleigh McEnany's sister, said in a video it's for "people who see the world our way: the right way."

The blooms are cropping up regularly, likely from warming waters and intensifying storms.

This epic Lenovo laptop deal is one of the best we've seen all year. The brand's new 2022 touchscreen laptop is over $560 off for a limited time!

You’re much more likely to encounter copperheads in the Triangle, but rattlesnakes border us on three sides. Here’s what to know about them.

Google has yet to reverse the hiring freeze it implemented in July, and employees are beginning to fear how it could affect them.

Ten-day python roundup will help with wildlife emergency, officials hope: Fur-bearing animals are down 90% in the 'Glades, some estimate

Kazakhstan is expected to sell some of its crude oil through Azerbaijan's biggest oil pipeline from September, as the nation seeks alternatives to a route Russia threatened to shut, three sources familiar with the matter said. For 20 years, they have been shipped through the CPC pipeline to Russia's Black Sea port of Novorossiisk, which provides access to the global market. In July a Russian court threatened to shut the CPC, prompting the Kazakh government and major foreign producers to set up contracts for other outlets as a precaution.