Driverseat: Crowdstrapping Learning Tasks for Autonomous Driving

no code implementations • 7 Dec 2015 • Pranav Rajpurkar, Toki Migimatsu, Jeff Kiske, Royce Cheng-Yue, Sameep Tandon, Tao Wang, Andrew Ng

While emerging deep-learning systems have outclassed knowledge-based approaches in many tasks, their application to detection tasks for autonomous technologies remains an open field for scientific exploration.

Autonomous Driving Lane Detection

An Empirical Evaluation of Deep Learning on Highway Driving

no code implementations • 7 Apr 2015 • Brody Huval, Tao Wang, Sameep Tandon, Jeff Kiske, Will Song, Joel Pazhayampallil, Mykhaylo Andriluka, Pranav Rajpurkar, Toki Migimatsu, Royce Cheng-Yue, Fernando Mujica, Adam Coates, Andrew Y. Ng

We collect a large data set of highway data and apply deep learning and computer vision algorithms to problems such as car and lane detection.

Autonomous Driving Lane Detection