Search Results for author: Niall O' Mahony

Found 3 papers, 0 papers with code

Understanding and Exploiting Dependent Variables with Deep Metric Learning

no code implementations8 Sep 2020 Niall O' Mahony, Sean Campbell, Anderson Carvalho, Lenka Krpalkova, Gustavo Velasco-Hernandez, Daniel Riordan, Joseph Walsh

Deep Metric Learning (DML) approaches learn to represent inputs to a lower-dimensional latent space such that the distance between representations in this space corresponds with a predefined notion of similarity.

Autonomous Navigation Classification +4

Deep Learning vs. Traditional Computer Vision

no code implementations30 Oct 2019 Niall O' Mahony, Sean Campbell, Anderson Carvalho, Suman Harapanahalli, Gustavo Velasco-Hernandez, Lenka Krpalkova, Daniel Riordan, Joseph Walsh

However, that is not to say that the traditional computer vision techniques which had been undergoing progressive development in years prior to the rise of DL have become obsolete.

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