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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%
mapbox/robosat

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Updated
2026-06-29
Lists
1 list mention
First commit
2018-06-07
History
8 history points
License
MIT
Issues
58 open
Forks
384
Commits
150 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
ternaus/TernausNetV2

TernausNetV2: Fully Convolutional Network for Instance Segmentation

Updated
2020-05-23
Lists
1 list mention
First commit
2018-06-02
History
1 history point
License
BSD-3-Clause
Issues
14 open
Forks
110
Commits
18 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
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%
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%
banesullivan/localtileserver

dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium

Updated
2026-10-05
Lists
2 list mentions
First commit
2021-11-18
History
9 history points
License
MIT
Issues
3 open
Forks
31
Commits
631 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%
daleroberts/bv

Quickly view satellite imagery, hyperspectral imagery, and machine learning image outputs directly in your iTerm2 terminal.

Updated
2017-01-17
Lists
1 list mention
First commit
2016-09-29
History
1 history point
License
Unknown
Issues
1 open
Forks
17
Commits
37 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Agri-Hub/Callisto-Dataset-Collection

A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.

Updated
2023-11-21
Lists
1 list mention
First commit
2021-09-16
History
1 history point
License
Apache-2.0
Issues
1 open
Forks
28
Commits
210 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
hectornieto/pyTSEB

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

Updated
2026-08-31
Lists
1 list mention
First commit
2016-01-14
History
5 history points
License
GPL-3.0
Issues
3 open
Forks
75
Commits
454 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Geoyi/pixel-decoder

A tool for running deep learning algorithms for semantic segmentation with satellite imagery

Updated
2023-03-24
Lists
1 list mention
First commit
2018-08-13
History
1 history point
License
MIT
Issues
4 open
Forks
19
Commits
76 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
awesome-spectral-indices/SpectralIndices.jl

Access and computation of any spectral index in the Awesome Spectral Indices collection natively in Julia

Updated
2026-08-15
Lists
1 list mention
First commit
2022-05-27
History
1 history point
License
MIT
Issues
12 open
Forks
4
Commits
287 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
AysanZ/alidade

Open-source Web-GIS: PostGIS vector tiles, satellite imagery, 3D models on terrain, and a live asset layer. No API keys.

Updated
2026-09-17
Lists
1 list mention
First commit
2026-08-29
History
1 history point
License
Apache-2.0
Issues
0 open
Forks
1
Commits
50 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%