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Application of
Ambarella AI Vision
Chip Solution in
Smart Cars
06/2021
AEI RESEARCH
China Automotive BI Portal
www.aei-research.com
market@aei-research.com
WHO WE ARE
FOCUS ON CHINA’S AUTOMOBILE MARKET
Our core team has more than 10 years' experience in industrial
consulting and enterprise strategy consulting, and has served
local and overseas automakers, parts manufacturers and start-
ups in China for a long time, and has rich network resources and
project experience in the automotive industry.
At the beginning of its establishment, AEI Research focused on
the research of the new four modernizations of automobiles:
"electrification", "intelligence", "networking" and "lightweight",
and provided customers with cost-effective research
consultation and data services by using the company's mature
project operation experience and management philosophy and
rich market research network resources.
PART OF OUR CLIENTS
WHAT WE DO
OUR SERVICES
Research Reports/
Automotive Industry
Database
20000+
Automotive Documents
Library
Chinese and overseas automotive industry
document library, including industry
analysis, company internal documents
(strategy, technical planning, etc.), Chinese
automobile industry standards and
regulations, automobile industry forum or
summit speech documents.
Internal survey and
interview
Our research reports cover the entire
automobile industry chain, and integrates
the most authoritative data sources to
provide customers with the latest
automobile industry trends. In addition,
each of our reports provides a customized
enterprise internal interview.
Through the rich network resources
established in the automobile industry
chain, we can provide customers with
various types of enterprise survey needs.
Thereby helping customers understand
some information such as competitors'
strategy, technology planning, supply
chain relationship and cost, etc.
Automotive Documents Library (sample)
2021 China Automotive Semiconductor Summit (06/2021, Shanghai)
Note
Some documents are in
Chinese, and we also
provide translated versions.
To see more info, please visit :
http://www.aei-research.com/News/lists/id/15.html
Research Reports
Hybrid system
(48V/HEV/PHEV)
Charging infrastructure
EV Power electronics
Electric drive system
(eAxle)
Motor Controller
Motor Driver
BMS
Power Battery
Electric Logistics
Vehicle
Electric Logistics
Vehicle
Electric Bus Electric passenger car
TPMS Electric car air conditioner
Our New Energy Vehicle
series reports cover:
…
Autonomous of commercial
vehicles
High precision map
Automotive Vision
Automated Valet Parking
(AVP)
Domain Controller
LiDAR
C-V2X
MMW Radar
Autonomous
Driving Simulation
Passenger car
telematics
Positioning Automotive CPU
DMS Smart Cockpit
…
Our ADAS and automatic driving
series reports cover:
Automotive Industry Database
 Monthly update;
 Take the original data of
automobile sales of the CPCA;
 Including "market analysis",
"generalized wholesale
summary", "narrow wholesale",
"joint venture imported cars",
"new energy passenger cars",
"mini cars", "price list" and
other sub-table data.
CPCA Vehicle Sales Database
Automotive Industry Database
 Quarterly or semi-annual updates;
 It involves more than 160 index
parameters such as vehicle
product planning, basic
information, powertrain, battery,
motor driver and controller,
historical and predicted sales
volume;
 Continuously track almost all
mainstream car sales in the
world.
Global and Chinese automobile product planning and configuration database
Automotive Industry Database
 Monthly updates.
Global and China power battery output, supply chain and installed capacity database
Internal survey and interview (sample)
A domestic OEM capacity and investment, vehicle model planning, new energy
vehicle model planning in the next five years, new energy vehicle model
positioning research in the next five years, new energy vehicle R&D system, etc.
Internal survey and interview (sample)
A domestic power battery manufacturer survey. Including Market development plan,
technical route planning, suppliers and customers, battery product design, cost,
quotation, etc.
Note: Some parameters in the table are erased.
CONTACT US
OUR ADDRESS
NO.68 Huayang Avenue First Section, Huayang
Subdistrict, Tianfu New Area, Chengdu,China
NETWORK
https://www.aei-research.com
OUR PHONE/FAX
+86 02882438159
Chip milestone
. Since 2017, AI vision chips with
10nm process, such as CV2, CV22, CV25,
CV28, CV2FS, CV22FS, etc., have been
mass-produced.
10nm制程
. CV2x chip series includes wide
temperature, AEC-Q100 Grade2 and
ASIL-B grades, which meet the needs of
Chinese automobile market.
. CV5 adopts 5nm process and
supports up to 14 CMOS camera inputs,
which is suitable for the new generation
of automatic driving domain controller.
. In 2021, AI vision chips with more
advanced and higher computing power
will be introduced.
Ambarella won Bosch Global Excellent Supplier Award
Jul 11th 2019, Bosch has honored Ambarella with the
prestigious Bosch Global Supplier Award in the category of
Direct Purchasing - Energy and Building Technology. The
award recognizes Ambarella’s performance in the
manufacture and supply of products and services — notably
in the areas of Innovation, Quality, Costs, and Logistics. At
this year’s ceremony, Bosch awarded 47 of its 43000
suppliers, representing its top suppliers across and array of
industries and in 15 different countries.
Quality certification of automobile industry
Quality management system– ISO9001
(2015)
• Originally certified in January 2008
• The latest certification in December 2018
Chip and software qualification certification
• AEC-Q100
• ISO 26262 functional safety
Supplier qualification certification
• IATF16949
Excellent image quality Computer Vision Based on AI
AI Open Platform
Full set of hardware acceleration
CVflow - DNN
AI accelerator
H.264/H.265
video coding image
processing
15 years of experience in
image processing and video
compression, covering
multiple markets, realizing
high-resolution video
processing with low power
consumption.
CVflow –Compared with
general-purpose platforms
such as CPU, GPU or FPGA,
the performance/power
ratio is the best
* Mass production since 2019
AI Open Platform
Advantages of Ambarella ISP
. Support all CMOS image sensors,
RGBRCCBRCCCRGB-IR, etc
. High bandwidth, real-time processing
capability of 4Kp60
. Support synchronization between multi-
channel image sensors
. Professional noise reduction algorithm and
wide dynamic processing algorithm
. Spectral Fusion of Different Wavebands
Typical power consumption of CV22AQ
Project
Chip manufacturing
process
10nm Low power
consumption process
Image input resolution 8M pixels and 30 frames
Quad-core CPU load 80%
80%
All CV2x chips have been mass-produced
Comply with AEC-Q100 standard
Products using this chip have been
listed on a large scale
W
Data
CVflow (NPU) load
CV22AQ + LPDDR4 totol
power consumption < 2w
Full range of solutions for vehicle vision (L2+ to L4)
A12AQ H22AQ H32AQ CV25AQ CV22AQ CV2AQ CV22FS CV2FS CVx Series
10nm
28nm 14nm 5nm
CVx
FACE ID
( Financial payment
level )
Single/multi-channel
driving recorder
Single/multi-channel
E-rearview mirror
DMS Forward ADAS
L2+8 million forward-
looking plus surround
view multi-V scheme
Higher computing power CVx series
L2+ to L4/L5
Multi-channel intelligent vision+face door opening solution in cockpit
Cam 1
Cam 2
Cam 1 或
CV28AQ H32AQ CV25AQ CV28AQ
RGBIr
Cam 3
Cam 1
. Support RGB/ global exposure /RGB-IR/ structured light /TOF/
binocular camera
. Driver fatigue, distraction, behavior detection, pupil tracking,
face recognition
. Passenger behavior detection, body posture analysis, and rear
row legacy detection
. The special hardware module ensures the safe start of the
system and the safe upgrade of OTA
. Desensitize user biological data and protect user privacy
Cam 2
Cam 3 CV25AQ CV22AQ
RGBIr
RGBIr Cam 4
Cam 5
OR
DMS+Cabin monitoring system
Overall exposure
Image sensor
Overall exposure
Image sensor
Overall exposure
Image sensor
RGB image sensor
TOF sensor
OR
Single channel DMS
Multi-channel AI in cabin vision
+face door opening
RGB+IR Image Sensor in Cabin
Multi-channel in cabin intelligent vision
. Support simultaneous access of
different types of multiple cameras
. Each image is processed
independently with different algorithms
. Both FPD-Link and GMSL1/2 are
supported
. Support on-board Ethernet switch
. In-cabin visual domain data
storage center
Join hands with Great Wall Motor to realize mass production
of VIMS vision system
DMS camera OMS camera
Comply with Euro NCAP 2025 standard
Unique ISP technology to avoid mutual interference
between cameras
Reliable visual processing under complex light
RGB/RCCC/RCCB ADAS Cam
DMS Cam
或
CV22AQ CV2FS
. Support RGB/RCCC/RCCB and other cameras
. Forward ADAS+ DMS Based on Single Chip
. 8M Ultra-high definition scheme
. 2M HD solution, high cost performance
RGB/RCCC/RCCB ADAS Cam
DVR Cam
RGB
CV22AQ . Efficient video coding provides support
for data closed loop
Single chip forward ADAS+ solution
Overall exposure
Image sensor
Image sensor
Image sensor
Forward ADAS+DVR
Forward ADAS+DMS
L2+Universal platform for intelligent driving
. Support 1+4/4 video independent input
. Support accurate synchronization
between various cameras
. Each image is processed independently,
and the bandwidth is as high as 16Mp30
. Run forward-view, surround-view and
side-view AI algorithms at the same time
. Pure hardware de-geometric
deformation
. Single chip realizes driving+parking
L2+Intelligent driving solutions
Cam 1
Multi-camera access, all-round coverage of visual
perception
RGB Cam 2
Cam 3
Cam 4
RGB/RCCC/RCCB ADAS Cam
安霸平台的优势
CV2AQ CV5AQ
Cam 1
Rear Cam
Cam 2
Cam 3
Cam 4
RGB
RGB
Image sensor
4X side-view HD camera
Image sensor
Forward-view ultra
HD camera
OR
Image sensor
4X surround-view HD camera
Image sensor
1× forward 8M ultra HD camera
4× 1M/2M surround-view camera
4× 2M side-view camera
1× back-view camera
• High computing power platform, multi-channel
image input simultaneously running independent
AI algorithm
• Parking+driving into one
• Hardware-only Geometric Distortion Engine
• Multi-channel video coding, high performance
and low power consumption
• CV2AQ/CV5AQ share a set of software
development packages
总结
 多年Soc芯片先进工艺设计经验,低功耗、多模块、高编码效率的
领先技术
 多年SoC系统及全球项目开发及大量芯片出货经验
 丰富的ISP视觉图像处理经验,全球领先画质提供商
 多年的基于视觉Computer Vision经验,CV系列芯片拥有低功耗,
大算力,高效的并行处理能力
 易用的开发和算法优化工具
 强大的本土技术支持团队
 CV2xAQ系列芯片已大规模量产,采用此芯片的产品已大规模面市
 强大生态系统
安霸微信公众号
安霸为智能驾驶提供全方位的解决方案

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Ambarella(06/2021)--Application of ambarella AI vision chip solution in smart cars (excerpt)

  • 1. Application of Ambarella AI Vision Chip Solution in Smart Cars 06/2021
  • 2.
  • 3. AEI RESEARCH China Automotive BI Portal www.aei-research.com market@aei-research.com
  • 4. WHO WE ARE FOCUS ON CHINA’S AUTOMOBILE MARKET Our core team has more than 10 years' experience in industrial consulting and enterprise strategy consulting, and has served local and overseas automakers, parts manufacturers and start- ups in China for a long time, and has rich network resources and project experience in the automotive industry. At the beginning of its establishment, AEI Research focused on the research of the new four modernizations of automobiles: "electrification", "intelligence", "networking" and "lightweight", and provided customers with cost-effective research consultation and data services by using the company's mature project operation experience and management philosophy and rich market research network resources. PART OF OUR CLIENTS
  • 5. WHAT WE DO OUR SERVICES Research Reports/ Automotive Industry Database 20000+ Automotive Documents Library Chinese and overseas automotive industry document library, including industry analysis, company internal documents (strategy, technical planning, etc.), Chinese automobile industry standards and regulations, automobile industry forum or summit speech documents. Internal survey and interview Our research reports cover the entire automobile industry chain, and integrates the most authoritative data sources to provide customers with the latest automobile industry trends. In addition, each of our reports provides a customized enterprise internal interview. Through the rich network resources established in the automobile industry chain, we can provide customers with various types of enterprise survey needs. Thereby helping customers understand some information such as competitors' strategy, technology planning, supply chain relationship and cost, etc.
  • 6. Automotive Documents Library (sample) 2021 China Automotive Semiconductor Summit (06/2021, Shanghai) Note Some documents are in Chinese, and we also provide translated versions. To see more info, please visit : http://www.aei-research.com/News/lists/id/15.html
  • 7. Research Reports Hybrid system (48V/HEV/PHEV) Charging infrastructure EV Power electronics Electric drive system (eAxle) Motor Controller Motor Driver BMS Power Battery Electric Logistics Vehicle Electric Logistics Vehicle Electric Bus Electric passenger car TPMS Electric car air conditioner Our New Energy Vehicle series reports cover: … Autonomous of commercial vehicles High precision map Automotive Vision Automated Valet Parking (AVP) Domain Controller LiDAR C-V2X MMW Radar Autonomous Driving Simulation Passenger car telematics Positioning Automotive CPU DMS Smart Cockpit … Our ADAS and automatic driving series reports cover:
  • 8. Automotive Industry Database  Monthly update;  Take the original data of automobile sales of the CPCA;  Including "market analysis", "generalized wholesale summary", "narrow wholesale", "joint venture imported cars", "new energy passenger cars", "mini cars", "price list" and other sub-table data. CPCA Vehicle Sales Database
  • 9. Automotive Industry Database  Quarterly or semi-annual updates;  It involves more than 160 index parameters such as vehicle product planning, basic information, powertrain, battery, motor driver and controller, historical and predicted sales volume;  Continuously track almost all mainstream car sales in the world. Global and Chinese automobile product planning and configuration database
  • 10. Automotive Industry Database  Monthly updates. Global and China power battery output, supply chain and installed capacity database
  • 11. Internal survey and interview (sample) A domestic OEM capacity and investment, vehicle model planning, new energy vehicle model planning in the next five years, new energy vehicle model positioning research in the next five years, new energy vehicle R&D system, etc.
  • 12. Internal survey and interview (sample) A domestic power battery manufacturer survey. Including Market development plan, technical route planning, suppliers and customers, battery product design, cost, quotation, etc. Note: Some parameters in the table are erased.
  • 13. CONTACT US OUR ADDRESS NO.68 Huayang Avenue First Section, Huayang Subdistrict, Tianfu New Area, Chengdu,China NETWORK https://www.aei-research.com OUR PHONE/FAX +86 02882438159
  • 14. Chip milestone . Since 2017, AI vision chips with 10nm process, such as CV2, CV22, CV25, CV28, CV2FS, CV22FS, etc., have been mass-produced. 10nm制程 . CV2x chip series includes wide temperature, AEC-Q100 Grade2 and ASIL-B grades, which meet the needs of Chinese automobile market. . CV5 adopts 5nm process and supports up to 14 CMOS camera inputs, which is suitable for the new generation of automatic driving domain controller. . In 2021, AI vision chips with more advanced and higher computing power will be introduced.
  • 15. Ambarella won Bosch Global Excellent Supplier Award Jul 11th 2019, Bosch has honored Ambarella with the prestigious Bosch Global Supplier Award in the category of Direct Purchasing - Energy and Building Technology. The award recognizes Ambarella’s performance in the manufacture and supply of products and services — notably in the areas of Innovation, Quality, Costs, and Logistics. At this year’s ceremony, Bosch awarded 47 of its 43000 suppliers, representing its top suppliers across and array of industries and in 15 different countries.
  • 16. Quality certification of automobile industry Quality management system– ISO9001 (2015) • Originally certified in January 2008 • The latest certification in December 2018 Chip and software qualification certification • AEC-Q100 • ISO 26262 functional safety Supplier qualification certification • IATF16949
  • 17. Excellent image quality Computer Vision Based on AI AI Open Platform Full set of hardware acceleration CVflow - DNN AI accelerator H.264/H.265 video coding image processing 15 years of experience in image processing and video compression, covering multiple markets, realizing high-resolution video processing with low power consumption. CVflow –Compared with general-purpose platforms such as CPU, GPU or FPGA, the performance/power ratio is the best * Mass production since 2019 AI Open Platform
  • 18. Advantages of Ambarella ISP . Support all CMOS image sensors, RGBRCCBRCCCRGB-IR, etc . High bandwidth, real-time processing capability of 4Kp60 . Support synchronization between multi- channel image sensors . Professional noise reduction algorithm and wide dynamic processing algorithm . Spectral Fusion of Different Wavebands
  • 19. Typical power consumption of CV22AQ Project Chip manufacturing process 10nm Low power consumption process Image input resolution 8M pixels and 30 frames Quad-core CPU load 80% 80% All CV2x chips have been mass-produced Comply with AEC-Q100 standard Products using this chip have been listed on a large scale W Data CVflow (NPU) load CV22AQ + LPDDR4 totol power consumption < 2w
  • 20. Full range of solutions for vehicle vision (L2+ to L4) A12AQ H22AQ H32AQ CV25AQ CV22AQ CV2AQ CV22FS CV2FS CVx Series 10nm 28nm 14nm 5nm CVx FACE ID ( Financial payment level ) Single/multi-channel driving recorder Single/multi-channel E-rearview mirror DMS Forward ADAS L2+8 million forward- looking plus surround view multi-V scheme Higher computing power CVx series L2+ to L4/L5
  • 21. Multi-channel intelligent vision+face door opening solution in cockpit Cam 1 Cam 2 Cam 1 或 CV28AQ H32AQ CV25AQ CV28AQ RGBIr Cam 3 Cam 1 . Support RGB/ global exposure /RGB-IR/ structured light /TOF/ binocular camera . Driver fatigue, distraction, behavior detection, pupil tracking, face recognition . Passenger behavior detection, body posture analysis, and rear row legacy detection . The special hardware module ensures the safe start of the system and the safe upgrade of OTA . Desensitize user biological data and protect user privacy Cam 2 Cam 3 CV25AQ CV22AQ RGBIr RGBIr Cam 4 Cam 5 OR DMS+Cabin monitoring system Overall exposure Image sensor Overall exposure Image sensor Overall exposure Image sensor RGB image sensor TOF sensor OR Single channel DMS Multi-channel AI in cabin vision +face door opening
  • 23. Multi-channel in cabin intelligent vision . Support simultaneous access of different types of multiple cameras . Each image is processed independently with different algorithms . Both FPD-Link and GMSL1/2 are supported . Support on-board Ethernet switch . In-cabin visual domain data storage center
  • 24. Join hands with Great Wall Motor to realize mass production of VIMS vision system DMS camera OMS camera Comply with Euro NCAP 2025 standard Unique ISP technology to avoid mutual interference between cameras Reliable visual processing under complex light
  • 25. RGB/RCCC/RCCB ADAS Cam DMS Cam 或 CV22AQ CV2FS . Support RGB/RCCC/RCCB and other cameras . Forward ADAS+ DMS Based on Single Chip . 8M Ultra-high definition scheme . 2M HD solution, high cost performance RGB/RCCC/RCCB ADAS Cam DVR Cam RGB CV22AQ . Efficient video coding provides support for data closed loop Single chip forward ADAS+ solution Overall exposure Image sensor Image sensor Image sensor Forward ADAS+DVR Forward ADAS+DMS
  • 26. L2+Universal platform for intelligent driving . Support 1+4/4 video independent input . Support accurate synchronization between various cameras . Each image is processed independently, and the bandwidth is as high as 16Mp30 . Run forward-view, surround-view and side-view AI algorithms at the same time . Pure hardware de-geometric deformation . Single chip realizes driving+parking
  • 27. L2+Intelligent driving solutions Cam 1 Multi-camera access, all-round coverage of visual perception RGB Cam 2 Cam 3 Cam 4 RGB/RCCC/RCCB ADAS Cam 安霸平台的优势 CV2AQ CV5AQ Cam 1 Rear Cam Cam 2 Cam 3 Cam 4 RGB RGB Image sensor 4X side-view HD camera Image sensor Forward-view ultra HD camera OR Image sensor 4X surround-view HD camera Image sensor 1× forward 8M ultra HD camera 4× 1M/2M surround-view camera 4× 2M side-view camera 1× back-view camera • High computing power platform, multi-channel image input simultaneously running independent AI algorithm • Parking+driving into one • Hardware-only Geometric Distortion Engine • Multi-channel video coding, high performance and low power consumption • CV2AQ/CV5AQ share a set of software development packages
  • 28. 总结  多年Soc芯片先进工艺设计经验,低功耗、多模块、高编码效率的 领先技术  多年SoC系统及全球项目开发及大量芯片出货经验  丰富的ISP视觉图像处理经验,全球领先画质提供商  多年的基于视觉Computer Vision经验,CV系列芯片拥有低功耗, 大算力,高效的并行处理能力  易用的开发和算法优化工具  强大的本土技术支持团队  CV2xAQ系列芯片已大规模量产,采用此芯片的产品已大规模面市  强大生态系统