Purdue-related Startup Creates Smart Camera Tech that could Automate

Reading time ( words)

A startup that licenses Purdue University technology has created a deep-learning camera and hardware package that can be taught to recognize objects or perform tasks that could be used in security, automotive, industrial and defense applications.

Eugenio Culurciello, associate professor in the Weldon School of Biomedical Engineering and co-founder of TeraDeep, said deep-learning technology is inspired by the human brain.

"TeraDeep is commercializing a very popular scientific tool that is based on large neural networks to learn and understand data, like the content of images and videos, the same way humans do," he said. "The technology can be trained to perform a certain way by watching similar videos or being shown examples. Users can apply rules to enable it to detect a certain action or object and even recognize individual faces."

TeraDeep licensed the technology through the Purdue Research Foundation Office of Technology Commercialization. The company also is a client of Purdue Foundry, an entrepreneurship and commercialization hub located in the Burton D. Morgan Center for Entrepreneurship at Purdue. More than 20 startups based on Purdue intellectual property were launched in the 2015 fiscal year.

Culurciello said TeraDeep's technology gives machines the ability to see the environment around them. He said it could be applied to any industry that needs to process large numbers of images or videos.

"One of the biggest applications for our technology could be in the automotive industry. Automotive manufacturers are trying to make car segments semi-autonomous, which could lower the risk of accidents due to human error. Our technology is able to bring a processing capability to a vehicle, perceiving the outside environment and taking action based on certain elements, such as identifying pedestrians, navigating and ensuring security," he said. "Another application could be changing how a device performs depending on who is operating it. This could mean changing television settings based on whether a child or adult is watching, or automatically adjusting the temperature based on occupancy in a room."

Culurciello said traditional camera systems aren't as sophisticated as the TeraDeep technology.

"Current systems have problems distinguishing between things such as humans and pets because they detect only movement instead of a particular object or person. These systems have a large number of false alarms and have to record huge amounts of video to determine if there is a threat, which wastes time and resources," he said. "Our system records the segments only where a person or object that the client wants to identify is present. It can also allow for smart locks, giving people access to different locations based on facial recognition."

TeraDeep uses its own hardware system so footage can be processed faster with more privacy than conventional methods.

"Video that is captured on current camera systems usually is streamed in the cloud, and people hosting the server look at the video and process the parts that are interesting so users don't have to look at hours of footage. This method has no means to protect privacy and can take hours," Culurciello said. "TeraDeep utilizes an accelerator-embedded hardware system rather than software and the cloud. This means footage can be processed locally, privately and more timely, so that it can raise an alarm almost immediately without relying on the cloud or cell phones."


TeraDeep has received interest from the automotive industry and various defense industries.

Culurciello said TeraDeep, which has offices in Santa Clara, California, and West Lafayette, Indiana, is looking to develop its technology further and establish relationships in industrial sectors.

"We would like to make our own microchip or license our own microchip so everything would run faster and better. Partnerships with both server and hardware entities would allow us to do that," he said. "We are also open to securing partners in the security and or automotive industries while growing our offices."

About TeraDeep

TeraDeep develops software and hardware to understand the content of images, videos and data.

About Purdue Research Foundation

The Purdue Research Foundation is a private, nonprofit foundation created to advance the mission of Purdue University. Established in 1930, the foundation accepts gifts; administers trusts; funds scholarships and grants; acquires property; protects Purdue's intellectual property; and promotes entrepreneurial activities on behalf of Purdue. The foundation manages the Purdue Foundry, Purdue Office of Technology Commercialization, Purdue Research Park and Purdue Technology Centers. The foundation received the 2014 Incubator Network of the Year by the National Business Incubation Association for its work in entrepreneurship.

About Purdue Foundry

The Purdue Foundry is an entrepreneurship and commercialization hub in Discovery Park's Burton D. Morgan Center for Entrepreneurship whose professionals help Purdue innovators create startups. Managed by the Purdue Research Foundation, the Purdue Foundry received the 2014 Incubator Network of the Year by the National Business Incubation Association for its work in entrepreneurship.



Suggested Items

CES 2020: The Intelligence of Things

01/06/2020 | Nolan Johnson, I-Connect007
Show week for CES 2020 starts well ahead of the actual exhibition dates because it is huge. The organizers of CES state that there are more than 4,400 exhibiting companies and nearly three million net square feet of exhibit space. On the floor, you can find 307 of the 2018 Fortune Global 500 companies. Over the week, I-Connect007 Editors Dan Feinberg and Nolan Johnson will bring you some of the most interesting news, products, and announcements from 5G to IoT, semiconductor developments, autonomous vehicle technology, interconnect, fabrication materials, and much more.

NASA Sounding Rocket Technology Could Enable Simultaneous, Multi-Point Measurements — First-Ever Capability

10/21/2019 | NASA
NASA engineers plan to test a new avionics technology — distributed payload communications — that would give scientists a never-before-offered capability in sounding rocket-based research.

For Climbing Robots, the Sky's the Limit

07/15/2019 | NASA
Robots can drive on the plains and craters of Mars, but what if we could explore cliffs, polar caps and other hard-to-reach places on the Red Planet and beyond? Designed by engineers at NASA's Jet Propulsion Laboratory in Pasadena, California, a four-limbed robot named LEMUR (Limbed Excursion Mechanical Utility Robot) can scale rock walls, gripping with hundreds of tiny fishhooks in each of its 16 fingers and using artificial intelligence (AI) to find its way around obstacles.

Copyright © 2020 I-Connect007. All rights reserved.