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Mars orbital image (HiRISE) labeled data set - MaRDI portal

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Mars orbital image (HiRISE) labeled data set

From MaRDI portal



DOI10.5281/zenodo.1048301Zenodo1048301MaRDI QIDQ6710035

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 13 November 2017

Copyright license: No records found.



Description

This data set contains 3820 landmarks that were extracted from 168 HiRISE images. The landmarks were detected in HiRISE browse images. For each landmark, we cropped a square bounding box the included the full extent of the landmark plus a 30-pixel margin to left, right, top, and bottom. Each cropped image was then resized to 227x227 pixels. Contents: map-proj/: Directory containing individual cropped landmark images labels-map-proj.txt: Class labels (ids) for each landmark image landmark_mp.py: Python dictionary that maps class ids to semantic names Attribution: If you use this data set in your own work, please cite this DOI: 10.5281/zenodo.1048301 Please also cite this paper, which provides additional details about the data set. Kiri L. Wagstaff, You Lu, Alice Stanboli, Kevin Grimes, Thamme Gowda, and Jordan Padams. Deep Mars: CNN Classification of Mars Imagery for the PDS Imaging Atlas. Proceedings of the Thirtieth Annual Conference on Innovative Applications of Artificial Intelligence, 2018.






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