Search Results for author: Gideon D. P. A. Aschwanden

Found 3 papers, 1 papers with code

Real-time monitoring of driver drowsiness on mobile platforms using 3D neural networks

no code implementations15 Oct 2019 Jasper S. Wijnands, Jason Thompson, Kerry A. Nice, Gideon D. P. A. Aschwanden, Mark Stevenson

Phone applications reduce the need for specialised hardware and hence, enable a cost-effective roll-out of the technology across the driving population.

Action Recognition Optical Flow Estimation

The 'Paris-end' of town? Urban typology through machine learning

no code implementations8 Oct 2019 Kerry A. Nice, Jason Thompson, Jasper S. Wijnands, Gideon D. P. A. Aschwanden, Mark Stevenson

A (novel) neural network-based framework is trained with imagery from the largest 1692 cities in the world and the resulting models are used to compare within-city locations from Melbourne and Sydney to determine the closest connections between these areas and their international comparators.

BIG-bench Machine Learning

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