DeepScale Attracts $15 Million Investment To Advance Automated Vehicle Perception
- Real-time perception software leverages super-efficient neural networks to enable more accurate computer vision to be affordably deployed in mass-produced cars
- Investment will drive the growth of DeepScale's full-stack deep learning team
- Technology shows promise for sweeping near-term improvements to automotive safety
Apr 03, 2018, 11:00 ET
MOUNTAIN VIEW, Calif., April 3, 2018 /PRNewswire/ -- DeepScale, a leader in efficient deep learning perception software for use in mass-produced automated vehicles, announced a $15 million Series A funding investment led by Point72 and next47.
DeepScale is using efficient deep neural networks (DNNs) on small, low-cost, automotive-grade sensors and processors to transform the accuracy of perception systems, which interpret and classify sensor data in real-time, for automated vehicles. In doing this, DeepScale is bringing driver-assistance and autonomous driving to mass-produced vehicles at all price-points.
As traffic fatalities continue to claim more than a million lives a year worldwide,1 the recent Series A funding will enable the expansion of DeepScale's engineering team and technology advancements and, ultimately, will support the company's mission to help make self-driving vehicles and roads safer.
"One of our core objectives is to drastically reduce the number of deaths and injuries on the road," said Forrest Iandola, co-founder and CEO of DeepScale. "The company's Series A funding will not only empower our engineering team to continue to make breakthroughs in automated driving safety, but will also help us attract the brightest talent in the industry to transform the future of transportation."
DeepScale co-founder and CEO Forrest Iandola attained a doctorate at UC Berkeley working on deep neural networks and computer vision systems. While working with his faculty advisor, and now co-founder Kurt Keutzer, Forrest's advances in scalable training and efficient implementations of deep neural networks led to the founding of DeepScale.
"We've been following Forrest Iandola's research on efficient deep learning for a number of years," said Sri Chandrasekar, Director at Point72. "Forrest's inventions, such as a small DNN called SqueezeNet, have already been a game-changer for putting deep learning onto smartphones. When we heard that Forrest had started a company to put small DNNs into mass-produced cars, we jumped at the opportunity to get involved."
T.J. Rylander, Partner at next47, said, "DeepScale is bringing unique expertise and advancements in deep neural network design to the automotive industry. We're very excited by the potential of autonomous technology to transform transportation markets. The DeepScale team is accelerating commercialization of today's driver assistance systems and tomorrow's self-driving vehicles, with the opportunity to bring profound impact to other transportation verticals longer term."
DeepScale has a number of strategic partnerships with Tier 1 suppliers, OEMs and semiconductor suppliers to provide automated driving perception solutions, including Visteon and HELLA-Aglaia Mobile Vision GmbH, a major German automotive supplier.
"Machine learning solutions will be the key driver for autonomous driving," said Kay Talmi, Managing Director of HELLA-Aglaia Mobile Vision GmbH. "DeepScale's core know-how in efficient deep learning networks is a perfect fit for HELLA-Aglaia's automotive applications and target markets."
Additional Series A funding was provided by existing investor Autotech Ventures and Trucks Venture Capital, two firms known for their automotive expertise. Previous seed investors included some of the most sophisticated seed investors in Silicon Valley such as Andy Bechtolsheim, Ali Partovi, Lip-Bu Tan and Jerry Yang's AME Cloud Ventures.
Building on DeepScale's direct customer engagements that are bringing safer, more efficient DNNs to market, the company's perception software will also be available for prototyping through development kits that DeepScale will offer in the second half of 2018. For more information or to get a demonstration of the DeepScale software, connect with us at [email protected]. For media inquiries, please contact us at [email protected].
About DeepScale
DeepScale is a venture-backed Silicon Valley startup developing artificial intelligence perception software for driver-assistance and autonomous driving, with a focus on implementing efficient deep neural networks on automotive-grade processors. DeepScale's deep neural nets (DNNs) use data from various sensors to help vehicles of all automated driving levels better understand the world around them. DeepScale has strategic partnerships with OEM, Tier 1 and semiconductor companies that aim to bring improved safety to mass-produced vehicles through open collaboration.
The DeepScale culture is focused and passionate, but with an emphasis on collaboration and cooperation, not competition. The company has a strong belief in the value of work-life balance with the freedom to solve problems your own way. DeepScale offers competitive pay with stock grants above the industry average with excellent benefits. To learn more about DeepScale and to join us on our mission to advance the future of safer transportation, visit jobs.deepscale.ai/.
About next47
next47 is a global venture firm created by Siemens that invests in, and partners with, entrepreneurs who think big and build industry-defining companies. With offices in Boston, Beijing, London, Munich, Paris, Palo Alto and Stockholm, next47 gives start-ups unparalleled access to one of the world's largest portfolios of customers in the areas of industry, energy and infrastructure as well as domain expertise in the deep technologies that impact those customers.
About Point72
Point72 Ventures is the early-stage venture capital strategy funded exclusively by Steve Cohen and eligible employees of Point72 Asset Management, with offices in Palo Alto, Stamford, Connecticut, and New York. We invest in entrepreneurs who are transforming the economy through advances in financial technology and artificial intelligence. Steve Cohen is the founder and CEO of Point72 Asset Management, which invests in a wide range of asset classes and situations through its businesses: Point72 Asset Management, EverPoint Asset Management, Point72 Ventures, Cohen Private Ventures, and Cubist Systematic Strategies.
1 Source: World Health Organization
SOURCE DeepScale