& Co Cogn gnition System em Proprietary & Confidential | - PowerPoint PPT Presentation

Int nteg egrated Sen ensin ing & Co Cogn gnition System em Proprietary & Confidential | 1 Proprietary & Confidential | 1

The last generation of drivers Proprietary & Confidential | 2 Proprietary & Confidential | 2

Company Overview ⁺ Addressing the heart of the autonomous vehicle challenge; Understanding the changing environment with the most advanced 3D sensing and cognition algorithms ⁺ Our offering: ⁺ AI sensor fusion platform System architecture ⁺ “ Point and Shoot ” LiDAR Computer vision ⁺ Founded in Feb 2016 3D AI modeling ⁺ Raised seed in July 2017 Deep learning Proprietary & Confidential | 3 Proprietary & Confidential | 3

Autonomous Vehicles Driving Control Driving Decisions Cognition/Fusion Sensors Proprietary & Confidential | 4 Proprietary & Confidential | 4

Autonomous Vehicles Int ntegrat grated ed Se Sens nsing ing & Cog ogni nitio tion n Sy System em Driving Control Driving Decisions Cognition/Fusion Sensors Proprietary & Confidential | 5 Proprietary & Confidential | 5

Solutions need to be: Main ⁺ High accuracy challenge for ⁺ Low latency ⁺ High reliability L3 and ⁺ Affordable higher But current solutions are lacking: autonomous ⁺ Sensors: Camera, Lidar Radar cars ⁺ Basic fusion Proprietary & Confidential | 6 Proprietary & Confidential | 6

Legacy Fusion Solutions Driving Decisions & Control Environment Model Basic Fusion/Cognition LiDAR RADAR Camera cognition SW cognition SW cognition SW LiDAR Camera RADAR Proprietary & Confidential | 7 Proprietary & Confidential | 7

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Raw Data Fusion Driving Decisions & Control Combined Algorithms for a Rich Environment Model rich environment Raw Data Fusion/Cognition model Point & Shoot LiDAR and LiDAR RADAR Camera RADAR Point & Shoot Point & Shoot Proprietary & Confidential | 9 Proprietary & Confidential | 9

Raw Data Fusion Proprietary & Confidential | 10

Raw Data Fusion ⁺ Integrating sensor VAYAVISION Raw Data Legacy Fusion data on a pixel level Fusion Solutions ⁺ Overcome sensor faults ⁺ Optimize detection ⁺ Simplify decision making Proprietary & Confidential | 11

Point & Shoot LiDAR Proprietary & Confidential | 12

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Point and Shoot LiDAR Requirements ⁺ 150m Range @ 10% reflectivity ⁺ 120 ° x 25 ° Field of View ⁺ <0.1 ° Horizontal resolution ⁺ 0.1 ° Vertical resolution ⁺ <6cm accuracy ⁺ 60 Frames per second ⁺ 5000 points per frame Proprietary & Confidential | 14

Combined Algorithms for a Rich Environment Model Proprietary & Confidential | 15

Rich Environment Model Bicycle Traffic light SLAM Sign U1 Unidentified Pedestrian Free space Car Lane Obstacle Proprietary & Confidential | 16

⁺ SLAM Combined ⁺ High Resolution 3D algorithmic Model approach ⁺ Free space detection Proprietary & Confidential | 17 Proprietary & Confidential | 17

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Overwhelming amount of data Proprietary & Confidential | 21 Proprietary & Confidential | 21

Stronger processor Proprietary & Confidential | 22 Proprietary & Confidential | 22

⁺ Strong CPUs and GPUs ⁺ Development Environment What we need ⁺ Scalability ⁺ Market acceptance Proprietary & Confidential | 23 Proprietary & Confidential | 23

⁺ Real Time System ⁺ CPUs ⁺ Interfaces ⁺ Peripherals What we need ⁺ Algorithms ⁺ Strong GPU acceleration ⁺ Development cycle Proprietary & Confidential | 24 Proprietary & Confidential | 24

Best platform Proprietary & Confidential | 25

Change pics Summary Proprietary & Confidential | 26

VAYAVISION ’ s AI Sensor Fusion Platform ⁺ Raw data fusion: HMI ⁺ Better cognition algorithms ADAS/AD Camera ⁺ Can operate with VAYAVISION GPS LiDAR and 3 rd party sensors (Cameras, LiDARs and RADARs) V2X RADAR Point & ⁺ Point and Shoot LiDAR Shoot Map Fusion/ ⁺ Better resolution and higher frame Cognition rate LiDAR DRIVE PX 2 Point & Cellular ⁺ Affordable Shoot ⁺ Richer environment model Vehicle Control Proprietary & Confidential | 27

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