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Predicting the Future from Monocular Cameras in Bird’s-Eye View

Predicting the Future from Monocular Cameras in Bird’s-Eye View

We describe a new approach for predicting the future in bird’s eye view from monocular video cameras with end-to-end deep learning.

Research22nd April 2021

Emerging Behaviour of our Driving Intelligence with End to End Deep Learning

Emerging Behaviour of our Driving Intelligence with End to End Deep Learning

Sharing some videos of recent intelligent driving behaviours we've observed on UK roads from our end-to-end deep neural network.

Engineering1st March 2021

Evaluating Autonomy On The Road

Measuring Autonomy Performance, Part 3: Evaluating Autonomy On The Road

In the final part of this blog series, we will discuss how we can take the metrics framework we have defined previously, and generate meaningful data from real-world testing through our autonomous driving operations.

Engineering6th November 2020

Wayve's Fleet Learning Loop.

Scaling Machine Learning from Garage to Fleet with Microsoft Azure

Announcing Wayve is teaming up with Microsoft to build petabyte-scale Fleet Learning in Azure.

Engineering22nd October 2020

measuring autuonomy performance part 2

Measuring Autonomy Performance, Part 2: Scenario-Based Evaluation At Scale

Part two in our series on measuring autonomy performance. Here we dig into the details of how we set up our metrics for scale.

Engineering20th October 2020

Paper Graphs of Autonomy

Measuring Autonomy Performance, Part 1: Going From Zero To One

Part one in our series on measuring autonomy performance.

Engineering12th October 2020

Wayve road scene understanding with deep learning

From Mixed Reality To Autonomous Vehicles

A perspective from Vijay Badrinarayanan, our VP Autonomy.

Company News5th October 2020

Future prediction

Predicting the future

Using deep learning to understand different probabilistic futures for urban driving.

Research16th March 2020

Learned Urban Driving

Learned Urban Driving

Driving with end-to-end deep learning in traffic on public UK roads.

Research2nd December 2019

Learning to Drive like a Human

Learning to Drive like a Human

Our algorithm can drive on never-seen-before urban roads just with cameras and a basic sat-nav.

Research3rd April 2019

Simulation Training, Real Driving

Simulation Training, Real Driving

Our autonomous car drove on real UK roads by learning to drive solely in simulation.

Research11th December 2018

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