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End to End Learning for Self-Driving Cars [pdf]
- AndreasM 10y agoIn short: NVIDIA has made a neural network which steers a car based on a single camera and trained only with footage from cars being driven manually. No control theory, no rules of the roads, not even the concept of a road is encoded manually. Video here: https://drive.google.com/open?id=0B9raQzOpizn1TkRIa241ZnBEcjQ https://drive.google.com/open?id=0B9raQzOpizn1TkRIa241ZnBEcj... This is pretty cool. Granted, it does not handle extremely complex traffic situations (yet), but is it a much simpler approach to what most other groups are doing.