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AUTOMATED TRAINING AND EXERCISE ADJUSTMENTS BASED ON SENSOR-DETECTED EXERCISE FORM AND PHYSIOLOGICAL ACTIVATION

机译:基于传感器检测到的锻炼形式和生理活动的自动训练和锻炼调整

摘要

The invention(s) described are configured to process sensor data in order to optimize or otherwise improve training of users for achievement of goals in relation to performing an activity. The invention(s) can also iteratively adapt training in a personalized manner, with assessment of training results and subsequent modification of training regimens, in order to provide improved alignment between users and their goals. Such iteration can drive interventions provided to users throughout the course of training, and allow the system to iteratively develop better and more precise interventions (e.g., through manual means, through machine learning models with generated training and test data). Such iteration, with large datasets applied to populations of users can also increase the breadth of user states that the can be addressed, with respect to provided interventions, and improve rates at which interventions are provided.
机译:所描述的发明被配置为处理传感器数据,以便优化或改善对用户的训练以实现与执行活动有关的目标。本发明还可以以个性化的方式迭代地适应训练,具有训练结果的评估和随后的训练方案的修改,以便提供用户与其目标之间的更好的一致性。这样的迭代可以驱动在整个培训过程中提供给用户的干预措施,并允许系统迭代地开发更好,更精确的干预措施(例如,通过手动方式,通过具有生成的培训和测试数据的机器学习模型)。这种迭代,将大型数据集应用于用户群,相对于提供的干预措施,还可以增加可以解决的用户状态的广度,并提高干预措施的提供率。

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