fine-grained basketball move recognition from Inertial Measurement Units and Computer Vision by Recurrent Neural Network modelling MSR proposal at Icam Contact Location Icam Nantes, 35 av. du champ de manœuvres, Carquefou, France Supervisor Jérôme...
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fine-grained basketball move recognition from Inertial Measurement Units and Computer Vision by Recurrent Neural Network modelling MSR proposal at Icam Contact Location Icam Nantes, 35 av. du champ de manœuvres, Carquefou, France Supervisor Jérôme Rocheteau <jerome.rocheteau@icam.fr> Laboratory LS2N, 2 ch. de la Houssinière BP 92208, Nantes, France Glossary IMU Inertial Measurement Unit RNN Recurrent Neural Network CNN Convolutional Neural Network CV Computer Vision HAR Human Activity Recognition MSR Master Degree Thesis Needs & Requirements Digitalisation of sport activities and specifically collective indoor sports such as handball, volleyball and basketball is a trendy research topic at Icam. A platform – called Digisport – has already been developed that makes it possible to collect data from IMU devices, to build RNN models that fit these data and to process IMU data streams by the means of such RNN models. These RNN models process IMU data and provide th
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