To improve the training performance of dancing or bodyweight exercises, we build a system that predicts and visualizes future poses. The users can see their future performance with several visualization methods, such as AR avatars. Our system also gives sound and voice feedback based on a pose prediction algorithm by comparing future poses with template poses in a future moment. Our system will help users improve their poses during training with visualizations and feedback.