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README.md DELETED
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- ---
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- dataset_info:
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- features:
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- - name: label
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- sequence:
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- class_label:
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- names:
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- '0': airplane
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- '1': bare soil
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- '2': buildings
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- '3': cars
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- '4': chaparral
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- '5': court
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- '6': dock
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- '7': field
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- '8': grass
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- '9': mobile home
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- '10': pavement
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- '11': sand
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- '12': sea
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- '13': ship
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- '14': tanks
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- '15': trees
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- '16': water
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- - name: image
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- dtype: image
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- splits:
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- - name: train
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- num_bytes: 438859816.5
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- num_examples: 2100
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- download_size: 416309630
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- dataset_size: 438859816.5
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- license: other
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- ---
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- # Dataset Card for "UC_Merced_LandUse_MultiLabel"
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-
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- ## Dataset Description
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-
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- - **Paper:** [Bag-of-visual-words and spatial extensions for land-use classification](https://dl.acm.org/doi/pdf/10.1145/1869790.1869829)
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- - **Paper:** [Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method](https://ieeexplore.ieee.org/iel7/36/4358825/08089668.pdf)
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-
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- ### Licensing Information
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-
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- Public Domain; “Map services and data available from U.S. Geological Survey, National Geospatial Program.”
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-
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-
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- ## Citation Information
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- Imagery:
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-
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- [Bag-of-visual-words and spatial extensions for land-use classification](https://dl.acm.org/doi/pdf/10.1145/1869790.1869829)
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-
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- Multilabels:
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-
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- [Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method](https://ieeexplore.ieee.org/iel7/36/4358825/08089668.pdf)
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- ```
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- @inproceedings{yang2010bag,
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- title = {Bag-of-visual-words and spatial extensions for land-use classification},
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- author = {Yang, Yi and Newsam, Shawn},
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- year = 2010,
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- booktitle = {Proceedings of the 18th SIGSPATIAL international conference on advances in geographic information systems},
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- pages = {270--279}
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- }
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- @article{8089668,
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- title = {Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method},
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- author = {Chaudhuri, Bindita and Demir, Begüm and Chaudhuri, Subhasis and Bruzzone, Lorenzo},
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- year = 2018,
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- journal = {IEEE Transactions on Geoscience and Remote Sensing},
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- volume = 56,
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- number = 2,
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- pages = {1144--1158},
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- doi = {10.1109/TGRS.2017.2760909}
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- }
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- ```
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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