https://github.com/alexhernandezgarcia/cropharvest

Open source remote sensing dataset with benchmarks

https://github.com/alexhernandezgarcia/cropharvest

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
  • .zenodo.json file
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  • Academic publication links
    Links to: zenodo.org
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  • Scientific vocabulary similarity
    Low similarity (7.2%) to scientific vocabulary
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Open source remote sensing dataset with benchmarks

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  • Host: GitHub
  • Owner: alexhernandezgarcia
  • License: cc-by-sa-4.0
  • Default Branch: main
  • Homepage:
  • Size: 90.5 MB
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Fork of nasaharvest/cropharvest
Created over 4 years ago · Last pushed over 4 years ago

https://github.com/alexhernandezgarcia/cropharvest/blob/main/

# CropHarvest

CropHarvest is an open source remote sensing dataset for agriculture with benchmarks. It collects data from a variety of agricultural land use datasets and remote sensing products.

Spatial distribution of labels

### Installation

`cropharvest` can be pip installed by running `pip install cropharvest`

### Getting started
See the [`demo.ipynb`](demo.ipynb) notebook for an example on how to download the data from [Zenodo](https://zenodo.org/record/5533193) and train a random forest against this data.

For more examples of models trained against this dataset, see the [benchmarks](benchmarks).

### Contributing
If you would like to contribute a dataset, please see the [contributing readme](contributing.md).

### License
CropHarvest has a [Creative Commons Attribution-ShareAlike 4.0 International](LICENSE.txt) license.

Owner

  • Name: Alex
  • Login: alexhernandezgarcia
  • Kind: user

Postdoc at Mila, Montreal. ML, computer vision, cognitive computational neuroscience, vision. Open Science. he/him/his.

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