- Improve Access to mobility, increase efficiency, save lives
- Reduce stress / emotion in travel
- Save Lives / prevent crash, Every 23 seconds someone dies in Auto-Crash
- Waymo Autonomous 1 Million miles, 1 billion miles reached by Tesla Semi-Autonomous
- Largest Deployment of NN in the world that has direct impact on human life
- Image Classification on Imagenet -> Human Life
- One pedestrian fatality in Uber, Third fatality in Tesla
- Autopilot is driven on particular kinds of roads
- 3 Fatalities is not a large number to make significant conclusions
- Many Trial runs of autonomous tests carried out
- Predictions - commercially viable at scale
- 2020 onwards you will see them hitting on road
- Levels of Autonomy
- Up to 3 Drivers responsible
- > 3 Car handles
- Semi Autonomous - Autonomous transition of vehicles
- Higher goals of reducing emissions
- Tunnels / Connected Train setup with cars
- Personalised flying cars
- Split second decision in limited visibility conditions/weather/ non-verbal pedestrian communications
- Radar / Sensors for Obstacle detection and obstacle avoidance
- LIDAR expensive, Higher resolution, 360-degree visibility
- Fail Safe with both approach, economical approach
- Fully Autonomous - Waymo
Happy Mastering DL!!!
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