Search Results for author: Sofiane Horache

Found 4 papers, 2 papers with code

Torch-Points3D: A Modular Multi-Task Frameworkfor Reproducible Deep Learning on 3D Point Clouds

6 code implementations9 Oct 2020 Thomas Chaton, Nicolas Chaulet, Sofiane Horache, Loic Landrieu

We introduce Torch-Points3D, an open-source framework designed to facilitate the use of deep networks on3D data.

Automatic clustering of Celtic coins based on 3D point cloud pattern analysis

no code implementations12 May 2020 Sofiane Horache, Jean-Emmanuel Deschaud, François Goulette, Katherine Gruel, Thierry Lejars

The recognition and clustering of coins which have been struck by the same die is of interest for archeological studies.

Clustering

Riedones3D: a celtic coin dataset for registration and fine-grained clustering

no code implementations30 Sep 2021 Sofiane Horache, Jean-Emmanuel Deschaud, François Goulette, Katherine Gruel, Thierry Lejars, Olivier Masson

With this dataset, we propose two benchmarks, one for point cloud registration, essential for coin die recognition, and a benchmark of coin die clustering.

Clustering Cultural Vocal Bursts Intensity Prediction +1

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