COMPANY PROFILE
CalmCar, founded in 2016 as a full-stack autonomous driving solution providerhas evolved into a global leader in autonomous driving systems and future mo.bility services. With R&D centers in Suzhou, Tianjin, Beijing, Shanghai, Shenzhen, and other cities, we are dedicated to delivering customized intelligentdriving solutions for global automakers and Tier 1 suppliers. CalmCar offers keytechnologies for CCpilot Parking Systems, CCpilot Highway(L3) , CCpilot Highway and City Navigation on CalmCar Pilot, Intelligent Cockpit, and Next Generation Mobility Services (including CalmShuttle Al Bus, Robotruck, and Robotaxi)Serving major domestic and international OEMs and Tier 1 suppliers, thesesolutions drive the development of green, safe, and smart mobility.
In 2023, CalmCar became the No. 1 provider of third-party automatic parking functionality in china's midrange vehicle market. We leveraged ouistrong technological R&D capabilities to achieve this milestone. Additionay, CalmCar ranked among the top 10 Chinese local enterprises for ADAs(Advanced Driver Assistance Systems) export solutions and services in 2024.CalmCar's technology platforms are not only widely applied in the automohive industry but also extend to sectors such as smart cities, smart logistics, smart ports, and V2X (Vehice-to-vervthingl. Our core mass-production clients include global 0EMis and Tier 1suppliers such as Zeekr, Dongfeng, SAlC, CRRC, BYD, Vinfast, ZF, Autoliy, and Aptiv. furthermoreCalmCar has secured strategic investments from industrial patners like Zf, sAlC, BAlc, China Unicom, and china Translnfo. With our competitiveproduct portfolio, we continue to innovate and drive the future of smart mobility.
DEVELOPMENT HISTORY
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2016-2019
- ·Founding of company
- ·Won orders from CATARC and SAlCand participated in R&D for SAlC'sProject Marvel
- ·ParSold 1st generation mass producedPDAQ to customers including SAlCSenseTimeticipated in NVlDlA's InceptionProgram
- ·Commenced development of APAfor BAlC BluePark
- ·Commenced development of 1stgeneration of DMS, targeted atride-hailing market
- ·Commenced development of 1stgen of AVM, supporting Neta Useries production
- ·Obtained strategic investmentfrom BAlC and China Unicom
- ·Partnered with SlPG to devel.op5G-enabled L4 heavy-dutytrucks for Yangshan Port Project
- ·Partnered with ZF to develop driv-ing and multi-camera parkingsolutions
- ·Partnered with Dongfeng for highlevel AD projects
- ·Appointed by Geely as partner forAVP solutions
- ·First collaboration with overseascustomer on via ENTRON (Türkiye)for the developmentof AD func-tions
- ·Received strategic investment fromSAlC and China TransInfo
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2020-2021
- ·SAlC's L4 intelligent heavy-dutytruck project in Yangshan Portcommenced operations
- ·Nominated by SAlC as series pro-duction supplier for parking solu-tions
- ·Partnered with ZF to develop across-level parking solution basedon visual crowdsourced 3D map-ping
- ·Partnered with Hozon for APA andAVP
- ·Commenced collaboration withDongfeng on visual SLAM tech-niques for PoC project
- ·Commenced R&D of Bird's EyeView (BEV) perception based onsurround-view system
- ·Closed Series B fundraising Obtained strategic investmentfrom ZF
- ·Became nominated supplier toVinFastfor its L2+ series productionmodels
- ·Partnered with ZF and Mobileye tosupply Zeekr's series productionmodels
- ·Supported SAlC Rising Auto's per-ception system development(based on BEV + Transformer architecture and 4D mmWaveRadar
fusion)
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2022-2023
- ·Partnered with Mercedes-Benz todevelop parking solutions for mechani-cal parking
- ·Nominated as intelligent cabin supplierfor BAIC
- ·Nominated as night vision supplier forBYD
- ·Nominated as Learning AutomaticParkingAssist (LAPA) supplier for Dong.feng Motor
- ·Developed deep learning models forDongfeng'sDMS, OMs and BsD
- ·Self-developed L3 NOA solution basedon visionand mmWave radar percep-tion
- ·Vehicle model installed with CC's DMSpassedGSR requirements for DDAW(2021/1341).ccbecame the first chi-nese algorithm supplier to achievesuch compliance
- ·Achieved mass deliveries of APA andLAPAsystems for Neta S and GT
- ·Mass deliveries of L2+ Highway PilotAPA,DMS systems for VF8 and VF9
- ·Partnered with ZF on APA for ZeekrPolestar
- ·Became official nominated supplier foran L4 RoboShuttle Bus project inSuzhou Taihu New Area
- ·Commenced development offront-view perception algorithms withDongfeng
- ·Supported VinFast in obtaining qualif.cation fOr RAEB NCAP
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2024-2025
- ·Enhanced partnership with ZF totap into global markets
- ·Mass deployed solutions forZeekr and Polestar
- ·Partenered with ZF to deliverL2.9 NOA system for top-tierdomestic OEM
- ·Patenered with Lenovo Connectand Zhiti Technology to deliverL4 robotaxi in multiple cities inChina based on axus MIFA 7
- ·Providing L4 service throughioint ventures with local partnersin several cities
- ·Partnered with CRRC on Robo-bus global deployment
- ·3 projects on night vision and CVDMS project for BYD in massproduction
- ·Cooperation with taxi companiesfor real-world driving data collection
- ·Robotaxi operating license appli.cation forL4 solution commercialdeployment undelpreparation
- ·Helped CRRC electric secure amulti-million RMB Robobusproject
- ·Named among the 2024 HurunChina Al Top 50
- ·The L4 Robobus will soon belaunched in Wuzhong Taihu NewDistrict, expanding into thenational smart mobility market
MASS-PRODUCED VEHICLES
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SAIC Maxus
SAIC Maxus
Market: Mainland China, Hong Kong (China), Indonesia
Vehicle Models: IFA7
Functions:L3, Robotaxi
BYD
Market: China Vehicle Models: Formula Leopard8Functions: NV,PCW,FCW
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ZEEKR
ZEEKR
Market: China, Europe, UK
Vehicle Models: ZEEKRX,ZEEKROO1,ZEEKROO7, ZEEKROO9
Functions: AVM, PDC, FAPA, RP, HPP
Polestar
Market: China, Europe, UK Vehicle Models: Polestar 4Functions: AVM, PDC
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VinFast
VinFast
Market: USA, Canada, Europe, Vietnam
Vehicle Models: VF8, VF9
Functions: AVM, PDC, DMS, FAPA, RP, R-AEB
Dongfeng
Market: China Vehicle Models: er007,er008Functions: AVM, PDC, FAPA, RP, TBA, HPP
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BYD
BYD
Market: Europe,USA,Southeast Asia
Vehicle Models: Seal,ATTo 3,Qin L,Song L,Cross
StarFunctions: DMS
Ford
Market: China,Europe,USA Vehicle Models: BroncoFunctions: DMS,OMS
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BAIC
BAIC
Market: China,Europe,USA
Vehicle Models: ARCFOX Koala,ARCFOX Alpha T5,ARCFOX Alpha s5
Functions: DMS
CHANGAN
Market: Europe,USA Vehicle Models: Deepal S05Functions: DMS
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Xiaopeng
Xiaopeng
Market: Europe
Vehicle Models: G06
Functions: DMS
Hozon
Market: China Vehicle Models: NETA S,NETA GTFunctions: AVM,PDC,FAPA, RP, TBA, HPP
HONORS & PATENTS
As of now, the company has over 70 patents, with more than 80% being invention patents We also hold over 80 computer software copyrights.
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The Leading Team for Science and Technology Innovation and Entrepreneurship of Dongwu Regior
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Global Award of Gaogong Intelligent Automobile
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Wu Wenjun Artificial Intelligence Science and Technology Award
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Unicorn Enterprise at the Provincial Level in China
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Hurun Global Unicorn List
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Specialized, Sophisticated, Unique and New Smal!and Medium-sized Enterprises in Tianjin
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Global Unicorn Enterprise
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KPMG China's Leading Automotive Technology Enterprises
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Gartner 2018 Cool Vendor
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WIN China's Rising Stars TOP100 Enterprises
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Top 100 Innovative Growth Enterprises in China by CYZone
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Outstanding Innovation Supplier Award of SAlC Motor Corporation Limited
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Top 50 Enterprises with the Most Investment Value on the Xinya List
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Hurun China Top 50 Al Enterprises
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Key Artificial Intelligence Enterprises in Suzhou City
SOFTWARE TECHNOLOGY &
PERCEPTION ABILITY
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Panoramic Surround lmaging Rendering Technology
1. Real-time Distortion Correction for Multi-type, Multi-lens Cameras
2. Seamless Rendering of 360° Panoramic Surround lmaging, with Highsimulation 3D Model Dynamic Visualization
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End-to-end Perception Technology
We have independently developed a perception architecture based onBird's-Eye View (BEV) and Transformer, which supports scalable sensorinputs. With a modular design, it can be fexibly adapted to chips with low,medium, and high computing power
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Occupancy Network Technology
Semantic perception provides three-dimensional grid occupancy (3D) dataof the vehicle's surrounding environment, enhancing the object recogni-tion ability
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Ultrasonic, Lidar and 4D Millimeter-wave Perception
The full-domain sensing capability based on a variety of ultrasonic sensors,lidar sensors and 4D millimeter-wave sensors
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Scene Recognition and Understanding
The self-developed general road scene segmentation and recognition tech.nology can support the recognition and output of traffic signs, road semantics, traffic rules, the boundaries of dynamic and static obstacles, etc. inboth high-speed and low-speed autonomous driving scenarios
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Facial Recognition
1.Based on the facial contour features, it can achieve the positioning, stateperception and tracking of important facial organs in the presence of occlu.sions.
2. The technical paper has been published in CVPR and applied to massproduction proiects in Europe
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Visible Light and Infrared Light lmage Fusion
1. Visible light and infrared imagery data fusion to achieve higher qualitynight scene rendering
2. Already in mass deployment stage
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Visual and LiDAR SLAM
Vision Semantic and Visual Feature Fusion-based LiDAR SLAM enablelocalization under a wide range of conditions

COMPLETE TOOLCHAIN
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Vision Perception simulation & Calibration System
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Virtual Reality Simulation
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Automated Annotation Platform
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Data Warehousing, Playback and Analysis Software
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Model Training Platform
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Model Auto Convert platform
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Our Proprietary Testing Toolsets
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Our Proprietary Testing Toolsets
SOLUTION
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The CCPilot highway driving system is an autonomous drivingsolution based on the self-developed 360° surround-view perception,which supports a variety of L2-L3 level autonomous driving functionsincluding:
1.Adaptive Cruise Control (ACC)
2.Lane Keeping Assist (LKA)
3.Automatic Emergency Braking (AEB)
4.Lane Centering Control (LCC)
5.Navigate on Autopilot (NOA) and so on
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L2-L3
CCpilot Parking Assistance
An automatic parking solution that can achieve functions such as automaticsteering, obstacle monitoring, speed control, and automatic braking whenthe hands and feet are disengaged from the control.
1.CalmCar around-view perception system
2.Data fusion from ultrasonic sensors
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L4
Next Generation Mobility
Full-stack l4 Autonomous Driving System based on Surround-viewPerception and Lidar Perception Fusion.
1.Turnkey capabilities as well as fleet operation services
2.Commercial deployment in Robotaxis, Robotrucks, shuttle buses and urban sanitation vehicles
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CCCockpit
intelligent cockpit


We provide an overall intelligent cockpit solution covering the DriverMonitoring System (DMS) and the Occupant Monitoring System (OMS),integrating multi-modal perception and interaction technologies to en.hance driving safety and intelligent experience. The system has metinternational safety standards such as Driver Drowsiness and AttentionWarning (DDAW) and Attention Distraction Detection Warning (ADDW),and is compatible with the Furo NCAP safety rating, lt is suitable for inte-gration into the cockpit domain controller platforms of various types ofvehicles.
1.Driver Monitoring System (DMS): Monitors fatigue, distraction,and abnormal behaviors; utilizes facial recognition and eye tracking to provide safety warnings
2.Occupant Monitoring System (OMS): Monitors occupants, detectschildren left behind, and tracks postures; collaborates with in-vehicle systems to optimize safety and the cockpit experience
3.CCCockpit Intelligent Cockpit System: Integrates the Human-Machine Interface (HMl), voice assistant, etc.; enhances the intelli-gent,safe,and comfortable experience
Next Generation Mobility(L4)
A complete solution for the operation and monitoring system, and data collectioncloud platform of the full-stack L4 autonomous driving system based on surround-view perception and lidar perception fusion.
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Robotaxi
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Roboshuttle
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Bus
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Minibus
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Robotruck
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Robosweeper
System Architecture
Collaboration Model
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Autonomous Vehicle Sales
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Autonomous Driving Kit Sales
provide comprehensive solutions, adapting and deploying the autonomousdriving system for vehicles, along with operation and service support.
Joint Development of AutonomousDriving Technology
Based on a designated hardware platform, both parties collaborate onautonomous driving technology research and provide an autonomous driving vehicle platform.
Autonomous Driving Kit Sales
rovide comprehensive solutions, adapting and deploying the autonomousdriving system for vehicles, along with operation and service support.
Through open system architecture, deployment toolchains, and trainingservices, users are guided to achieve secondary development of the autonomousdriving system and gain the ability to independently deploy and operate.Provide module-level open-source and customized development services for autono-mous driving systems.
HARDWARE/INTEGRATED SOLUTIONS
CalmCar has successfully achieved cross-platform chip adaptation(compatible with mainstream in-vehicle chips such as NVIDlA, XilinxTexas Instruments, and Huawei HiSilicon) through our self-developeddeep learning models and machine vision algorithms, and has built amulti-modal perception fusion architecture, This solution deeply integrates data from vision, millimeter-wave radar, LiDAR, and ultrasonicradar, combined with a dual-engine decision system- which includesa rule-based algorithm framework based on high-definition maps andan innovative lightweight Al planning model. This allows for intelligentswitching and collaborative operation of algorithm strategies in com.plex scenarios, providing full-stack technical support for autonomousdriving systems
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We developed our DS(Driver MonitoringSystem) based on our technical advantages invisual perception and algorithms. The systemuses infrared camera to detect the driver'sfacial features and head posture in real-timeextracting information on micro-expressionchanges and gaze Estimation. Based on theperception results,our system classifes ab.normal states and determines alert rules,issuing voice or visual prompts on the HM(Human-Machine Interface) screen. Throughan intelligent warning mechanism,ouisystem automaticallyincreases the sensitivityof alerts in high-speed, nighttime, and otherscenarios,ensuring safe driving at all times

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Automotive-grade Camera Module
CalmCar's automotive-grade camera uses aback-illuminated image sensor, offeringindustry-leading sensitivity. lt incorporatesHDR technology, providing a high dynamicrange (HDR) of up to 120dB in a highly compact automotive-grade package.This enablesoutstanding solutions for various AdvancedDriver Assistance Systems(ADAS),including360-degree surround perception, blind spotdetection, and lane departure warningamong other features

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CalmAssistant can accurately detect vehiclesahead,lane lines, and pedestrians, providingtimely warnings and alerts to reduce speed,thus minimizing collision risks. When pairedwith a warning display screen, it allows thedriver to have a more intuitive view of roadconditions.

GLOBAL LAYOUT
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Suzhou
Global headquarters,next generation mobility center
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Hong Kong
Marketing center
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Tianjin
Global R & D headquarters
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Beijing
Research and development center
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Shanghai
Intelligent parking delivery center
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Tangshan
Group L4 business center
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Shenzhen
fechnique center
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Wuhan
Research and development center