Deep Learning Applications in Manned Spaceflight

[摘要] This presentation discusses a basic overview of Deep Machine Learning (DML) fundamentals, and two JSC applications of DML to create an Intelligent Personal Coach for exercise applications on deep-space missions, and the training of a neural network using the SingleShotPose algorithm from Microsoft to detect object 6 degree of freedom pose information from 2D image data for use in an Intelligent Procedure Assistant. The presentation concludes with a discussion about conceptual future uses of DML for space missions.

[发布日期] 2019-03-28

[学科分类] 人工智能

[关键词] DEEP SPACE;ARTIFICIAL INTELLIGENCE;MACHINE LEARNING;SPACE MISSIONS;NEURAL NETS;DEGREES OF FREEDOM