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README.md
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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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## Dataset Description
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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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### Licensing Information
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Public Domain; “Map services and data available from U.S. Geological Survey, National Geospatial Program.”
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## Citation Information
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Imagery:
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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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Multilabels:
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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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data/train-00000-of-00001-5c883ddfc123d5a2.parquet → jonathan-roberts1--UC_Merced_LandUse_MultiLabel/parquet-train.parquet
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version https://git-lfs.github.com/spec/v1
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:1b0ff16e851ccbbabf486b9d5f799745a7e4c36b189c1c2c7dde1cfb62717c6e
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size 416310430
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