Ambarella Unveils Full Software Stack for Autonomous and Semi-Autonomous Driving, Optimized for its CV3-AD Central AI Domain Controller Family
December 12 2023 - 4:00AM
Ambarella Unveils Full Software Stack for Autonomous and
Semi-Autonomous Driving, Optimized for its CV3-AD Central AI Domain
Controller Family
Ambarella, Inc. (NASDAQ: AMBA), an edge AI semiconductor company,
today announced its autonomous driving (AD) software stack, which
is primarily based on deep learning AI processing for all of its
modular components, including environmental perception, sensor
fusion and vehicle path planning. This leading-edge AD stack and
Ambarella’s CV3-AD AI domain controller system-on-chip (SoC) family
were designed in conjunction, so the stack runs optimally on the
SoC’s CVflow® AI engines, minimizing power consumption and the
processing load for its on-chip Arm cores. Likewise, these SoCs
provide optimal processing for vision and radar sensing and fusion,
based on the company’s deep knowledge and experience with these
sensing modalities. Additionally, Ambarella’s stack provides a
flexible implementation model, enabling automotive OEMs to leverage
any or all of its modules in combination with their own software
intellectual property.
View a short video about this AD software stack and see it
operating in one of Ambarella’s fully autonomous R&D vehicles:
https://youtu.be/xhZfGCwU-GY
“This software stack draws on our more than 25 years of
experience, building on the heritage of our VisLab Automotive
R&D Team, whose AD stack has steadily evolved to take advantage
of our latest AI SoCs,” said Fermi Wang, President and CEO of
Ambarella. “Today, we are realizing the vision of our VisLab
acquisition in 2015, which, in combination with our algorithm-first
philosophy for designing purpose-built SoCs, has culminated in this
platform that will enable automakers to deliver on the promise of
autonomous driving.”
One hallmark of Ambarella’s AI-based based software stack is its
deep-learning based planner. This dynamic vehicle path planning
module enables a natural driving experience. That functionality
resulted from the company’s experience and investments over many
years in its evolving R&D vehicle fleet, which enabled the
“deep planner” module to be trained with data from a wide variety
of real-world scenarios.
The latest members of this R&D vehicle fleet include a
sensing suite that consists of mono and stereo cameras, as well as
Ambarella’s Oculii™ 4D imaging radar; and all of the processing is
being done by the CV3-AD. While Ambarella’s many years of AD and
sensor-processing experience led to this optimal configuration, its
solutions are flexible to support OEMs’ specific sensing suites
(including the option for adding LiDAR).
Another key feature of Ambarella’s software stack is that it
only requires readily available, standard-definition (SD) maps;
eliminating the need for pre-generated high-definition (HD) maps.
Instead, the stack (running on the CV3-AD), generates HD maps in
real time using live environmental data from the vehicle’s sensing
suite. In contrast, the pre-generated HD maps used by other AD
systems are brittle and expensive to maintain, requiring
centimeter-level localization capability. They are also unreliable
under dynamic conditions such as road construction or accidents.
Additionally, Ambarella’s real-time HD map generation is ideal for
handling difficult AD scenarios, such as downtown areas in large
cities with roundabouts, narrow roads with parked vehicles, heavy
traffic, construction, and a high density of pedestrians, cyclists
and other vulnerable road users.
Ambarella’s modular AD software and hardware solutions provide
OEMs with a scalable platform that enables them to select the
CV3-AD family member with the right mix of performance and features
for each model in their fleets, opening the door for autonomous
features in mass-market vehicles. This includes a broad range of
autonomous and semi-autonomous vehicle implementations, from fully
featured L2+ systems through to higher levels of autonomy.
The CV3-AD SoCs run Ambarella’s entire AD stack with
industry-leading power consumption, providing superior AI
performance per watt and simplifying thermal management. In the
growing electric vehicle (EV) market, that processing efficiency is
particularly important in order to increase battery range.
Additionally, because this software and hardware were designed to
work optimally together—with the stack using just a small fraction
of the CV3-AD’s Arm processing power—automakers have plenty of
headroom for integrating additional software to create
differentiated features, including those for functional safety.
In addition to its optimized AD software and hardware solutions,
Ambarella provides automotive OEMs with a complete tool chain—both
in-house and from ecosystem partners. This includes tailored tools
for data collection (in conjunction with the CV3-AD’s on-chip
encoder), simulation and annotation. Development is streamlined via
accelerated software-in-the-loop (SIL) simulations using CV3-AD
PCIe server cards, while Ambarella also provides a fully automated
3D annotation pipeline to support AI training.
The new Ambarella AD software stack will be demonstrated via
fully autonomous test drives at Ambarella’s invitation-only
exhibition during CES in Las Vegas. For more information or to
schedule a ride, please contact your Ambarella representative or
visit www.ambarella.com.
About AmbarellaAmbarella’s products are used in
a wide variety of human vision and edge AI applications, including
video security, advanced driver assistance systems (ADAS),
electronic mirror, drive recorder, driver/cabin monitoring,
autonomous driving and robotics applications. Ambarella’s low-power
systems-on-chip (SoCs) offer high-resolution video compression,
advanced image and radar processing, and powerful deep neural
network processing to enable intelligent perception, fusion and
planning. For more information, please visit www.ambarella.com.
Ambarella Contacts
- Media contact: Eric Lawson, elawson@ambarella.com, +1
480-276-9572
- Investor contact: Louis Gerhardy, lgerhardy@ambarella.com, +1
408-636-2310
- Sales contact: https://www.ambarella.com/contact-us/
All brand names, product names, or trademarks
belong to their respective holders. Ambarella reserves the right to
alter product and service offerings, specifications, and pricing at
any time without notice. © 2023 Ambarella. All rights reserved.
A photo accompanying this announcement is available at
https://www.globenewswire.com/NewsRoom/AttachmentNg/f442f69b-be9f-497d-b2dd-3e838733624e
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