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satellite-image-deep-learning/techniques

Techniques for deep learning with satellite & aerial imagery

AI dev
Updated
2026-10-10
Lists
1 list mention
First commit
2018-04-16
History
1 history point
License
Apache-2.0
Issues
0 open
Forks
1,645
Commits
1,499 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
torchgeo/torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

AI dev
Updated
2026-10-14
Lists
2 list mentions
First commit
2021-05-11
History
8 history points
License
MIT
Issues
214 open
Forks
599
Commits
3,465 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
gee-community/geemap

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

Updated
2026-10-14
Lists
3 list mentions
First commit
2020-03-08
History
11 history points
License
MIT
Issues
54 open
Forks
1,157
Commits
2,380 commits
Star growth, last 7 days
+1 0.0%
Commit velocity, last 7 days
0 0.0%
azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

Updated
2026-06-04
Lists
3 list mentions
First commit
2017-02-02
History
9 history points
License
Apache-2.0
Issues
45 open
Forks
397
Commits
3,641 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
microsoft/farmvibes-ai

FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability

Updated
2026-09-09
Lists
1 list mention
First commit
2022-09-30
History
5 history points
License
MIT
Issues
43 open
Forks
183
Commits
48 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
GeoscienceAustralia/dea-notebooks

Open-source Jupyter Notebooks and Python tools for geospatial analysis with Digital Earth Australia, Open Data Cube, and Xarray

Updated
2026-10-14
Lists
1 list mention
First commit
2018-02-27
History
1 history point
License
Apache-2.0
Issues
47 open
Forks
143
Commits
1,395 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
GeoRetina/chat2geo

Chat2Geo delivers a ChatGPT-like experience tailored for remote-sensing-based geospatial analysis. Its mission is to democratize geospatial insights at scale by harnessing cutting-edge AI technologies, making advanced analysis accessible to everyone.

Archived
Updated
2026-06-09
Lists
1 list mention
First commit
2025-01-25
History
7 history points
License
MIT
Issues
6 open
Forks
112
Commits
67 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
opengeos/geospatial

A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.

Updated
2026-10-12
Lists
1 list mention
First commit
2020-05-07
History
1 history point
License
MIT
Issues
22 open
Forks
45
Commits
233 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
sshuair/torchsat

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Updated
2020-08-30
Lists
1 list mention
First commit
2019-03-28
History
1 history point
License
MIT
Issues
6 open
Forks
48
Commits
110 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
sertit/eoreader

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

Updated
2026-10-09
Lists
1 list mention
First commit
2021-03-05
History
1 history point
License
Apache-2.0
Issues
65 open
Forks
42
Commits
1,987 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
16EAGLE/getSpatialData

An R package 📦 making it easy to query, preview, download and preprocess multiple kinds of spatial data 🛰 via R. All beta.

Updated
2023-07-10
Lists
2 list mentions
First commit
2017-11-13
History
9 history points
License
GPL-3.0
Issues
43 open
Forks
66
Commits
1,277 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%