Êtes-vous un étudiant de l'EPFL à la recherche d'un projet de semestre?
Travaillez avec nous sur des projets en science des données et en visualisation, et déployez votre projet sous forme d'application sur GraphSearch.
We propose a method that exploits pose information in order to improve object classification. A lot of research has focused in other strategies, such as engineering feature extractors, trying different classifiers and even using transfer learning. Here, we use neural network architectures in a multi-task setup, whose outputs predict both the class and the camera azimuth. We investigate both Multi-layer Perceptrons and Convolutional Neural Network architectures, and achieve state-of-the-art results in the challenging NORB dataset.
Chargement
Chargement
Chargement
Chargement
Chargement
Giovanni Ansaloni, David Atienza Alonso, Irem Boybat Kara, Joshua Alexander Harrison Klein, Alexandre Sébastien Julien Levisse, Yasir Mahmood Qureshi, Abu Sebastian, Marina Zapater Sancho