Skip to main content

This tech startup wants to use deep learning to reduce food waste

AgShift, a technology startup building the first ever autonomous food inspection system, has raised $2 million seed funding from India’s Exfinity Ventures and other companies. The purpose of the fundraising was to bolster product development and reach more customers, to help the startup pursue its mission of reducing global food waste.

“Current food inspection processes are paper-based and tedious, needing continuous personal training. Inconsistent & subjective inspections result in a loss of $15.6 billion a year for the organizations responsible — not counting the millions of dollars in recovery costs, claim management and loss of brand reputation incurred by the companies involved,” said AgShift founder and CEO Miku Jha. “At AgShift, we are re-imagining food inspection at various layers — starting from digitizing product specifications, using a mobile-first approach for operational efficiencies to leveraging Deep Learning to make inspections autonomous. Our goal is to standardize food inspection across the entire supply chain and reduce food wastage resulting from inconsistencies in food quality interpretation.”

Recommended Videos

Using Deep Learning with Computer Vision, AgShift inspects produce for defects, assessing its quality and deciding whether food meets USDA specifications. According to the company, the deep learning models learn to analyze defects with consistency and accuracy, having examined extensive real-world image data to determine and predict the overall quality of a product. By reducing the need for manual inspection of produce quality, the technology can reduce labor costs and ensure standardized quality levels across the board. The food inspection system can also help encourage higher quality of food around the world, thus helping to reduce food waste domestically and internationally.

Please enable Javascript to view this content

“We have just begun to see the capabilities that this technology can bring to the food industry. AgShift can make a huge impact on reducing 1.3 Billion tons of annual food loss and waste — a complex, real world challenge for everyone,” said Miku Jha.

Exfinity Ventures was among the companies that financially backed AgShift. “The AgShift team is truly leading the transition of food inspection and quality assessment into the data-driven era, AgShift’s unique application of deep learning with a challenging proposition truly excites us,” said Shailesh Ghorpade, managing partner and CIO of Exfinity Ventures.

Gia Liu
Former Digital Trends Contributor
Beatbot reveals futuristic AquaSense 2 Series pool cleaners at CES 2025
Beatbot AquaSense 2

The original AquaSense Series was wildly popular when it hit the market in early 2024, and at CES 2025, Beatbot officially revealed its successor, the AquaSense 2 Series. Consisting of three robotic pool cleaners and starting at $1,500, Series 2 models are designed to automate all aspects of pool cleaning. The high-end AquaSense 2 Ultra even incorporates AI technology into the mix, promising a superior clean.

AquaSense 2 is the most affordable of the trio at $1,499, yet the three-in-one pool cleaner is still pretty well-rounded. It can clean floors, walls, and the waterline, and can run for up to four hours before needing a recharge. Toss in obstacle detection, four unique cleaning modes, and an array of 16 sensors, and it’s well-suited for most pools.

Read more
Nanoleaf reveals three smart lights, plus a spooky LED face mask at CES 2025
A person holding the Nanoleaf Light Therapy Face Mask

Nanoleaf revealed a bunch of new products at CES 2025. Along with the usual lineup of smart lights, it also debuted an LED Light Therapy Face Mask, marking the brand’s first foray into the wellness industry. Like most light therapy masks, the one from Nanoleaf looks a bit terrifying. But since it’s an advanced Food and Drug Administration (FDA) Level 2 certified skincare device, it’ll likely become a popular choice among shoppers.

The Nanoleaf LED Light Therapy Face Mask is now available for preorder and costs $150. That makes it much more affordable than other devices, which can climb over $500. Despite the low price, it’s packed with useful features. This includes clinically proven red and Near Infrared Light (NIR) treatments to reduce fine lines, acne, and uneven skin tone, as well as stimulate collagen production.

Read more
The Dreame X50 Ultra robot vacuum can hop over small obstacles with ease
Dreame X50 Ultra

Robot vacuums offer a lot of convenience — provided you only need to clean one level. If an area is separated by steps, the robot needs a bit of help getting from one elevation to another. The Dreame X50 Ultra, the newest flagship vacuum from Dreame, has a lift system that allows it to climb over small steps up to 6 centimeters (about 2.36 inches) in height. The ProLeap System is among the first of its kind, with levers that let it hop over obstacles like cords, transition strips, and much more.

The Dreame X50 Ultra also comes with the VersaLift Navigation System that lets it drop low enough to clean under furniture like beds and couches. It drops the turret — the round part on top of the robot — and uses its onboard cameras to navigate around and avoid obstacles. With a clearance of 89mm, the Dreame X50 Ultra is the limbo champion of robot vacuums. It recognizes more than 200 potential obstacles and navigates around them.

Read more