Deep Learning Applications in Manned Spaceflight

Noyes, Matthew ; Hessburg, Lawrence ; Wang, Lui

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

RP-ID  :  JSC-E-DAA-TN67314

学科分类：人工智能

美国|英语

来源: NASA Technical Reports Server

【 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.