|
--- |
|
dataset_info: |
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features: |
|
- name: image |
|
dtype: image |
|
- name: label |
|
dtype: |
|
class_label: |
|
names: |
|
'0': annual crop |
|
'1': forest |
|
'2': herbaceous vegetation |
|
'3': highway |
|
'4': industrial |
|
'5': pasture |
|
'6': permanent crop |
|
'7': residential |
|
'8': river |
|
'9': sea or lake |
|
splits: |
|
- name: train |
|
num_bytes: 88391109 |
|
num_examples: 27000 |
|
download_size: 88591771 |
|
dataset_size: 88391109 |
|
license: mit |
|
task_categories: |
|
- image-classification |
|
- zero-shot-image-classification |
|
--- |
|
# Dataset Card for "EuroSAT" |
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|
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## Dataset Description |
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|
|
- **Paper** [Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification](https://ieeexplore.ieee.org/iel7/4609443/8789745/08736785.pdf) |
|
- **Paper** [Introducing EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification](https://ieeexplore.ieee.org/iel7/8496405/8517275/08519248.pdf) |
|
- **GitHub** [EuroSAT](https://github.com/phelber/EuroSAT) |
|
- **Data** [Zenodo](https://zenodo.org/record/7711810#.ZCcA9uzMLJx) |
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|
|
### Licensing Information |
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|
|
MIT. |
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|
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## Citation Information |
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|
|
[Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification](https://ieeexplore.ieee.org/iel7/4609443/8789745/08736785.pdf) |
|
|
|
[Introducing EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification](https://ieeexplore.ieee.org/iel7/8496405/8517275/08519248.pdf) |
|
|
|
``` |
|
@article{helber2019eurosat, |
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title = {Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification}, |
|
author = {Helber, Patrick and Bischke, Benjamin and Dengel, Andreas and Borth, Damian}, |
|
year = 2019, |
|
journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing}, |
|
publisher = {IEEE} |
|
} |
|
@inproceedings{helber2018introducing, |
|
title = {Introducing EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification}, |
|
author = {Helber, Patrick and Bischke, Benjamin and Dengel, Andreas and Borth, Damian}, |
|
year = 2018, |
|
booktitle = {IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium}, |
|
pages = {204--207}, |
|
organization = {IEEE} |
|
} |
|
``` |
