FB pixel

Kneron debuts new chips; affordable devices to get edge AI and biometrics baked in

Categories Biometric R&D  |  Biometrics News
Kneron debuts new chips; affordable devices to get edge AI and biometrics baked in
 

San Diego-based Kneron, a developer of AI algorithms and AI-optimized processor designs for use in edge devices such as biometric surveillance cameras and other smart home products, introduced a new generation edge AI processor design that significantly expands the processing power available for biometric identification and control compared to better known chip designs on the market. Just as important: the company claims these capabilities will be available in affordable smart devices of all types in the next year or so.

The goal of the new KL720 was to provide more processing operations per watt than other designs on the market. The new design offers 2-4 times the performance at half the price of competitors, said Albert Liu, founder and CEO of Kneron in an online event introducing the chip.

A new neural processing unit and the addition of Cadence Tensilica Vision P6 DSP to the Kneron “NPU” translates into the ability to process 4K resolution video while also supporting natural language processing on the chip itself. Smart assistant and translator products do not need to access cloud-based models to understand full sentence commands without a wake-up word.

Other capabilities include 3D sensing that does not require dedicated depth sensors, allowing for increased accuracy over models that infer positioning from 2D data.

The result? Products that can respond to gesture control and can perform “skeleton detection” for facial recognition accuracy that is harder for masks to trick. While not announcing any products, an executive from drone maker DJI talking at the event noted that their products are being used for search and rescue operations. Putting AI “on top” of the drone (meaning on the device) could enable faster and more accurate detection of signs of human presence (clothing, movement, a portion of a body visible from under an object) without having to stream video back to a server for the AI model to work. In circumstances such as a wildfire where communications capabilities are limited, new edge AI chips could be a lifesaver.

Demo samples of the chip will be available in Q4 2020, and ready for mass production in Q1 2021.

Getting the new KL720 on the market marks an important landmark for the company’s development. Earlier this year, the company raised an additional $40 million to further develop its products, as investors reward signs that a company is executing on plans to broaden its product lines.

Kneron unveiled its first chip, the KL520 in May 2019. The chip enables efficient processing of AI algorithms using power measured in the “few hundred” milliwatt range. In comparison, typical CPUs for data center servers are in the 200+ watt range.

The combination of software in tandem with specialized chip designs are gaining a lot of investor interest. Their importance is linked in part to the fact that running AI on the device means there’s no need to send large amounts of data to brawnier servers at the access edge or core cloud. Applications such as biometric identification and image recognition can take place without latency penalties while also saving on energy consumption needed for data transmission and processing by less efficient CPU and GPU-powered servers.

Article Topics

 |   |   |   |   |   |   |   |   |   | 

Latest Biometrics News

 

U.S. academic institutions get biometric upgrades with new partnerships

A press release says ROC (formerly Rank One Computing), which provides U.S.-made biometrics and computer vision for military, law enforcement…

 

Smart Bangladesh 2041: Balancing ambition with reality

Bangladesh aims to be a “Smart” nation by 2041 as the country goes through a drastic transformation founded on digital identity…

 

Nigeria’s NIMC introducing one multi-purpose digital ID card, not three

The National Identity Management Commission of Nigeria (NIMC) has clarified that only one new digital ID card with multiple functions…

 

Age assurance tech is ready now, and international standards are on their way

The Global Age Assurance Standards Summit has wrapped up, culminating in a set of assertions, a seven-point call-to-action and four…

 

NIST finds biometric age estimation effective in first benchmark, coming soon

The U.S. National Institute of Standards and Technology presented a preview of its assessment of facial age estimation with selfie…

 

Maryland bill on police use of facial recognition is ‘strongest law in the nation’

Maryland has passed one of the more stringent laws governing the use of facial recognition technology by law enforcement in…

Comments

Leave a Reply

This site uses Akismet to reduce spam. Learn how your comment data is processed.

Most Read From This Week

Featured Company

Biometrics Insight, Opinion

Digital ID In-Depth

Biometrics White Papers

Biometrics Events