10.34622/datarepositorium/1S8QVPR. P. Rodrigues, NelsonNelsonR. P. Rodrigues0000-0002-7697-1749University of MinhoM. C. da Costa, NunoNunoM. C. da CostaNovais, RitaRitaNovaisUniversity of MinhoFonseca, JaimeJaimeFonsecaUniversity of MinhoCardoso, PauloPauloCardosoUniversity of MinhoBorges, JoaoJoaoBorgesRepositório de Dados da Universidade do Minho2022Computer and Information ScienceEngineeringartificial intelligencecomputer visionaction recognitionR. P. Rodrigues, NelsonNelsonR. P. RodriguesUniversity of MinhoR. P. Rodrigues, NelsonNelsonR. P. RodriguesUniversity of MinhoR. P. Rodrigues, NelsonNelsonR. P. RodriguesR. P. Rodrigues, NelsonNelsonR. P. RodriguesR. P. Rodrigues, NelsonNelsonR. P. RodriguesR. P. Rodrigues, NelsonNelsonR. P. RodriguesR. P. Rodrigues, NelsonNelsonR. P. Rodrigues2022-05-312022-12-0710.1007/s00138-020-01131-z10.5220/0009316205500557227531641118310485760001048576000104857600010485760001048576000104857600010485760001048576000104857600010485760001048576000104857600010485760001048576000104857600010485760001048576000104857600010485760001048576000104857600010485760001010726518487application/jsontext/plainapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamapplication/octet-streamtext/tab-separated-values2.2CC0 WaiverWe introduce a dataset to train human action recognition inside the vehicle focusing on violence detection. The dataset was recorded with RGB, Depth, Thermal and Event-based data. Results: The resulting dataset contains 6 400 video samples and more than 3 million frames, collected from sixteen distinct subjects. The dataset contains 58 action classes, including violent and neutral (i.e., non-violent) activities.University of Minho, Guimaraes, PortugalFCTPD/BDE/150500/2019