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Nexar - The Future of Mobility

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An overview of Nexar for purposes of understanding The Future of Mobility and autonomous cars

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Nexar - The Future of Mobility

  1. 1. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. The Nexar App- Building the world’s OTT crowdsourced driving network 13 million+ 
 road video 
 miles 600,000+ unique tagged incidents +3.6 Billion street views 3 main cities SF, NY, TLV Headcount 40 Brain power 16 PhD / MSc Investment $14.5M DeepDrive Berkeley member
  2. 2. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. 3 What we do ! Help Drivers with collisions ! Collision Reconstruction (for streamlined claims/discounted insurance) - based on IMU sensors only, or fusing IMU + camera ! Real time warning to drivers (e.g. Forward Collision Warning) based on our vehicle to vehicle network based or our machine vision to prevent collisions ! Help Drivers drive safer ! Collect Safe Miles tm ! Calculate a context-aware Driving Score ! Teams features: live alerts, (coaching coming soon) ! Provide a new level of road insight ! Massive Road Imagery & Data ! New layers of mapping: Dangerous intersections, Live obstacles, traffic lights, potholes & road features ! Accurate positioning (much better than vanilla GPS) ! Scene understanding ! Can leverage IMU sensors and camera, or IMU sensors only
  3. 3. Collision Reconstruction
  4. 4. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. 5 Collision Reconstruction™ (Based on IMU sensors only)
  5. 5. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. 6 Nexar’s High Fidelity Collision Report™
  6. 6. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. 7
  7. 7. Safe Miles & Driving Score
  8. 8. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. 9 Safe Miles Continuous & Contextual • Current driving scores are focused on extreme events (hard brake, hard acceleration etc.) with low predictive value, and lack any context (why the event happened) • At Nexar we are building a holistic driving score incorporating • Continuous headway distance • Lane changes • Velocity relative to the nearby swarm • ‘Safe Mile’ - a mile driven in a safe environment, maintaining distance, and driving according to road conditions
  9. 9. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. • Usage-Based Insurance (UBI) • Current model is proven, but not scalable: • Complex rollout: dedicated hardware installation (OBD / Black-Box) • Low accuracy: infrequent data collection (0.5Hz) • Low reliability: uses low fidelity measures such as hard brakes and accelerations • Potential 30%+ savings in policy premiums & standard in commercial insurance • A context-aware driving score that is both accurate and scalable • Empowers coaching • Our First insurance deal provides our Pro drivers in NYC $500 discount in premiums 10 Accurate, Scalable Personalized Insurance
  10. 10. Forward Collision Warning
  11. 11. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. 12 Forward Collision Warning
  12. 12. The Largest Road Dataset Around
  13. 13. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. We focus on specific cities - SF and NYC: • To grow a dense V2V network • Demonstrate Impact at the city level The Manhattan Case Study: • 2,500 hours/day, 15,000 hours/week • 25,000-30,000 Miles/day • Will double by Q1 • 508 Miles of road • Meaning: on average we visit every Manhattan mile over 50 times a day 14 Nexar’s Data Breadth & Depth: City Focus
  14. 14. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. Breadth & Depth • Processed 500,000+ unique incidents in 146 countries and 2800 cities. • Building a highly strategic massive training dataset: • Google (2,500,000 Miles) vs Nexar (10,250,000 Miles) • Google (10,000 Miles/wk) vs Nexar (500,000 Miles/wk) • 3B+ StreetView Images • 1.5M Driving Hours a year. 3M by Q1. Over 6M by EOY 2017 Datasets • Real world incidents, analyzed and classified • Recurring place/time image database • Road topography analysis • Real world individual driving behavior 15 Nexar’s Data Breadth & Depth: General Launch
  15. 15. Next Gen Mapping
  16. 16. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. 17 San Francisco Dangerous Intersections Map
  17. 17. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. • Detecting Ride Obstacles like Garbage Trucks/Blocked Lanes for 3rd party routing: • Crowdsource events -> Analyze -> Report near real-time (2 min SLA) • Create a training set for automatic obstacle detections model • Auto detection -> Real-time events • First partner - Via in NYC 18 Real-Time Events Firehose - Obstacles/Routing Case Study
  18. 18. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. High fidelity/Wide Scale Mapping 19 Accurate Mapping Fused IMU + Sensor Map + GPS Dead reckoning improves accuracy and addresses data loss & noise
  19. 19. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. See and Feel the Road 20 Road Features (e.g. Potholes)
  20. 20. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. 21 Granular Driving Patterns
  21. 21. Nexar Data Platform
  22. 22. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. • Data Sharing • We provide worldwide annotated and labeled road data sets including videos, imagery and sensor data • Model Sharing • Foster collaboration in building the most robust scene understanding and deep learning models • Benchmarking • A testing, scoring and benchmarking platform for autonomous driving algorithms, with test cases from over 100 countries 23 The Nexar Data Platform for Autonomous Vehicles and Insurance
  23. 23. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. Deep Learning Training Sets & Benchmarking with a Global Footprint 24 Autonomous Vehicles
  24. 24. The Nexar Building Blocks - Sensor Fusion, Machine Vision, V2V real-time networking
  25. 25. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. See and Feel the Road 26 Nexar Sensor Fusion High Quality Profiling Using the Smartphone’s Built-In Sensors + Connectivity +
  26. 26. © 2016 Nexar Inc. All Rights Reserved. Proprietary and Confidential. 30 Nexar Positioning Using 9 Channels
  27. 27. Thank You

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