self driving cars
2020-02-27 332浏览
- 1.Self Driving Cars A study in deep learning applications Presented by Chris Foster
- 2.What and why? Traffic kills 1.25 million people worldwide per year That's about one person every 25 seconds Self driving cars are an application of deep learning that can save lives!
- 3.Moravec's paradox "It is comparatively easy to make computers exhibit adult level performance on intelligence tests or playing checkers, and difficult or impossible to give them the skills of a one-year-old when it comes to perception and mobility"
- 4.Challenges... Real time requirements Sparse training data types Reflections, light changes Unpredictable pedestrians Construction zones Parking garages Weather Humanerror:0.000001%
- 5....but it works! Total miles driven in U.S. in 2014: 3,000,000,000,000 U.S crashfatalities:'>fatalities:
