Deep Learning Applications in Manned Spaceflight

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 t...

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Bibliographic Details
Main Authors: Noyes, Matthew, Wang, Lui, Hessburg, Lawrence
Format: Other/Unknown Material
Language:unknown
Published: 2019
Subjects:
Cybernetics
Artificial Intelligence and Robotics
DML
Online Access:http://hdl.handle.net/2060/20190003898
Description
Summary: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.

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