1 code implementation • 14 Oct 2022 • Anthony Hu, Gianluca Corrado, Nicolas Griffiths, Zak Murez, Corina Gurau, Hudson Yeo, Alex Kendall, Roberto Cipolla, Jamie Shotton
Our approach is the first camera-only method that models static scene, dynamic scene, and ego-behaviour in an urban driving environment.
no code implementations • ECCV 2020 • Anthony Hu, Fergal Cotter, Nikhil Mohan, Corina Gurau, Alex Kendall
We present a novel deep learning architecture for probabilistic future prediction from video.
no code implementations • 30 Nov 2019 • Jeffrey Hawke, Richard Shen, Corina Gurau, Siddharth Sharma, Daniele Reda, Nikolay Nikolov, Przemyslaw Mazur, Sean Micklethwaite, Nicolas Griffiths, Amar Shah, Alex Kendall
As our main contribution, we present an end-to-end conditional imitation learning approach, combining both lateral and longitudinal control on a real vehicle for following urban routes with simple traffic.
no code implementations • 27 Sep 2018 • Corina Gurau, Alex Bewley, Ingmar Posner
We also propose better calibration within the state of the art Faster R-CNN object detection framework and show, using the COCO dataset, that DDN helps train better calibrated object detectors.