Persistent Identifier
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hdl:2014/53279 |
Publication Date
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2021-02-04 |
Title
| Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances |
Author
| Wagstaff, Kiri (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Lu, Steven (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Dunkel, Emily (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Grimes, Kevin (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Zhao, Brandon (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Cai, Jesse (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Cole, S. B. (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Doran, Gary (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Francis, Raymond (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Lee, Jake (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021)
Mandrake, Lukas (Pasadena, CA: Jet Propulsion Laboratory, National Aeronautics and Space Administration, 2021) |
Point of Contact
|
Use email button above to contact.
Wagstaff, Kiri |
Description
| The NASA Planetary Data System hosts millions of images acquired from the planet Mars. To help users quickly find images of interest, we have developed and deployed contentbased classification and search capabilities for Mars orbital and surface images. The deployed systems are publicly accessible using the PDS Image Atlas. We describe the process of training, evaluating, calibrating, and deploying updates to two CNN classifiers for images collected by Mars missions. We also report on three years of deployment including usage statistics, lessons learned, and plans for the future. |
Subject
| Other |