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22 changes: 6 additions & 16 deletions people-and-planet-ai/README.md
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Expand Up @@ -47,24 +47,14 @@ location data.

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## 🏭 [Coal Plant Predictions -- _geospatial-classification_](geospatial-classification)
## 🏭 Coal Plant Predictions -- _geospatial-classification_ (retired)

> [![Open in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/GoogleCloudPlatform/python-docs-samples/blob/main/people-and-planet-ai/geospatial-classification/README.ipynb)
>
> [Watch the video in YouTube<br> ![thumbnail](http://img.youtube.com/vi/8amFK7T_n30/0.jpg)](https://youtu.be/8amFK7T_n30)

This model uses satellite data to predict if a coal plant is turned on and producing carbon emissions. The satellite data comes from [Google Earth Engine.](https://earthengine.google.com/)
> [Watch the video on YouTube ![thumbnail](https://img.youtube.com/vi/8amFK7T_n30/0.jpg)](https://youtu.be/8amFK7T_n30)

* **Model**: 1D Fully Convolutional Network in [TensorFlow]
* **Creating datasets**: [Sentinel-2] satellite data from [Earth Engine]
* **Training the model**: [TensorFlow] in [Vertex AI]
* **Getting predictions**: [TensorFlow] in [Cloud Run]

[Cloud Run]: https://cloud.google.com/run
[Sentinel-2]: https://developers.google.com/earth-engine/datasets/catalog/COPERNICUS_S2
[Earth Engine]: https://earthengine.google.com/
[TensorFlow]: https://www.tensorflow.org/
[Vertex AI]: https://cloud.google.com/vertex-ai
This sample used Sentinel-2 satellite data from Earth Engine to predict whether a
coal plant was operating. It has been retired; see
[geospatial-classification](geospatial-classification) for why, and for a link to
the last version of the code.

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