zen3geo
geemap
| zen3geo | geemap | |
|---|---|---|
| 1 | 17 | |
| 70 | 3,214 | |
| - | 2.5% | |
| 6.5 | 9.2 | |
| 30 days ago | 3 days ago | |
| Python | Python | |
| GNU Lesser General Public License v3.0 only | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
zen3geo
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Show HN: Moonshine – open-source, pretrained ML models for satellite
It'd be great to have a page comparing this to other geoML libs. TorchGeo provides pretrained model weights for Sentinel-2: https://torchgeo.readthedocs.io/en/stable/tutorials/pretrain...
there's an existing comparison here: https://github.com/weiji14/zen3geo/discussions/70
geemap
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I'm a senior in my CS major and it's incredible I didn't hear about GIS projects until now. Glad to be here.
Try out Google Earth Engine and browse through it's catalogue to get a feel for what's available. GEE allows you to work with global datasets and immediately see a preview of the results (there's also geemap if you prefer doing this from a Python notebook instead of the online JS editor)
- Getting started with Google Earth Engine
- I'm building an IDE and open source library to make it easier to work with geospatial data using Python
- Opinion on Earth Engine or Planetary Computer?
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Confusion Matrix using Google Earth Engine Python API
Suggest using the ML module from geemap https://geemap.org/ Iv had a lot of success with that library.
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Does anyone use Google Earth Engine?
Check our Jupyter notebook GEEMAP package it's awesome! https://geemap.org/ Just last month Google opened up Google Earth Engine for commerical use. as Microsoft has Planetary Computer now.
- Google Earth Engine Tutorials
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Creating a timelapse of an area with satellite data
This Jupyter notebook package is great for working with Google Earth Engine and does timelapse https://geemap.org/
- Remote sensing class that uses Google Earth Engine worth taking?
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Software suggestion?
Good place to start is: https://geemap.org/
What are some alternatives?
stackstac - Turn a STAC catalog into a dask-based xarray
streamlit - Streamlit — A faster way to build and share data apps.
pylandtemp - Algorithms for computing global land surface temperature and emissivity from NASA's Landsat satellite images with Python.
opentopodata - Open alternative to the Google Elevation API!
awesome-space - 🛰️🚀A list of awesome space-related packages and resources maintained by The Orbital Index
wxee - A Python interface between Earth Engine and xarray for processing time series data
felicette - Satellite imagery for dummies.
streamlit-geospatial - A multi-page streamlit app for geospatial
dataset
Awesome-GEE - A curated list of Google Earth Engine resources
flood-sim - This repo simulates water flooding.
awesome-spectral-indices - A ready-to-use curated list of Spectral Indices for Remote Sensing applications.