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Machine and deep learning for sport-specific movement recognition: a systematic review of model development and performance
2018
Journal of Sports Sciences
Objective assessment of an athlete's performance is of importance in elite sports to facilitate detailed analysis. The implementation of automated detection and recognition of sport-specific movements overcomes the limitations associated with manual performance analysis methods. The object of this study was to systematically review the literature on machine and deep learning for sport-specific movement recognition using inertial measurement unit (IMU) and, or computer vision data inputs. A
doi:10.1080/02640414.2018.1521769
pmid:30307362
fatcat:h3flbavuivbilbo6ekwvmnjg6i