> For the complete documentation index, see [llms.txt](https://irosyadi.gitbook.io/irosyadi/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://irosyadi.gitbook.io/irosyadi/machine-learning/ml-satellite-image.md).

# Machine Learning for Satellite Images

## Notes

* [Satellite Image Deep Learning](https://github.com/robmarkcole/satellite-image-deep-learning)
* [Try out deep learning models online on Google Colab](https://github.com/tugstugi/dl-colab-notebooks)
* [Hands-On Transfer Learning with Python](https://github.com/dipanjanS/hands-on-transfer-learning-with-python) License: Apache
* [Free Satellite Imagery Data List](https://gisgeography.com/free-satellite-imagery-data-list/) or in [Maptiler](https://www.maptiler.com/gallery/satellite/)
* [Satellite Imagery Classification](https://www.azavea.com/blog/2020/01/02/how-to-find-the-most-recent-satellite-imagery/)
* [Machine Learning Satellite Imagery](https://www.azavea.com/blog/2019/11/05/an-introduction-to-satellite-imagery-and-machine-learning/)

## Indonesia Landcover Maps

* [Kementerian LHK](https://geoportal.menlhk.go.id/arcgis/rest/services)

## Open Source GIS Tools

* [History of Open Source GIS](https://makepath.com/history-of-open-source-gis/)

### SASPlanet

[SASPlanet at SASGIS](http://www.sasgis.org/sasplaneta/)\
[SASPlanet FAQ](http://www.sasgis.org/forum/viewtopic.php?f=2\&t=986)\
[SASPlanet unable to load map](https://www.tedieka.com/sasplanet-error-unable-to-load-map/) or [here](https://gisenglish.geojamal.com/2018/06/download-sas-planet-nightly-all.html)\
**The most needed links:**

1. Program (latest official release, test builds and archive of previous versions):<http://sasgis.org/download/>\
   *Attention! Servers with maps can be updated after the release, so the maps are strongly recommended to update anyway!*
2. Nightly build, separate from archive versions:<http://sasgis.org/programs/sasplanet/nightly.php>
3. Program - all releases, beta versions and nightly builds (mirror):[https://bitbucket.org/ sas\_team / sas.planet.bin / downloads](https://bitbucket.org/sas_team/sas.planet.bin/downloads)
4. NEW merged map set:<https://github.com/sasgis/sas.maps/archive/master.zip>\
   **Very short instruction:**
5. unpack the program somewhere, for example, c: \ SASPlanet, but not in c: \ Program Files and not in c: \ Program Files (x86)
6. unpack the maps into the Maps directory (since they are newer than in the archive with the program). You should get SASPlanet \ Maps \ sas.maps \ and SASPlanet \ Maps \ plus.maps \\.