torchgeo

computer-vision datasets deep-learning earth-observation geospatial models pytorch remote-sensing satellite-imagery torchvision transforms

Score: 25.09780004652193

Last synced: about 4 hours ago
JSON representation

Repository metadata:

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

Host: GitHub
URL: https://github.com/torchgeo/torchgeo
Owner: torchgeo
License: mit
Created: 2021-05-21T05:58:56.000Z (about 5 years ago)
Default Branch: main
Last Pushed: 2026-08-11T04:14:44.000Z (2 days ago)
Last Synced: 2026-08-11T05:12:13.157Z (2 days ago)
Topics: computer-vision, datasets, deep-learning, earth-observation, geospatial, models, pytorch, remote-sensing, satellite-imagery, torchvision, transforms
Language: Python
Homepage: https://torchgeo.org/
Size: 331 MB
Stars: 4,139
Watchers: 56
Forks: 570
Open Issues: 202
Metadata Files:
- Readme: README.md
- Contributing: .github/CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Codeowners: .github/CODEOWNERS
- Security: .github/SECURITY.md
- Support: .github/SUPPORT.md
- Governance: .github/GOVERNANCE.md
- Maintainers: .github/MAINTAINERS.md
- Agents: AGENTS.md
Funding:
- Github: torchgeo

Owner metadata:

Name: TorchGeo
Login: torchgeo
Email:
Kind: organization
Description: TorchGeo: deep learning with geospatial data
Website: https://torchgeo.org/
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/220939474?v=4
Repositories: 7
Last Synced at: 2026-08-07T01:42:10.545Z
Profile URL: https://github.com/torchgeo

GitHub Events

Total

Create event: 157
Delete event: 141
Discussion event: 1
Fork event: 20
Gollum event: 1
Issue comment event: 346
Issues event: 58
Member event: 1
Pull request event: 661
Pull request review comment event: 497
Pull request review event: 589
Push event: 353
Release event: 2
Watch event: 172
Total: 2999

Last Year

Create event: 157
Delete event: 141
Discussion event: 1
Fork event: 20
Gollum event: 1
Issue comment event: 346
Issues event: 58
Member event: 1
Pull request event: 661
Pull request review comment event: 497
Pull request review event: 589
Push event: 353
Release event: 2
Watch event: 172
Total: 2999

Committers metadata

Last synced: 2 days ago

Total Commits: 3,315
Total Committers: 132
Avg Commits per committer: 25.114
Development Distribution Score (DDS): 0.62

Commits in past year: 767
Committers in past year: 52
Avg Commits per committer in past year: 14.75
Development Distribution Score (DDS) in past year: 0.558

Name	Email	Commits
Adam J. Stewart	a**6@g**m	1261
dependabot[bot]	4****]	1190
Caleb Robinson	c**6@g**m	226
Isaac Corley	2****y	154
Nils Lehmann	3****h	103
Ashwin Nair	a**5@g**m	87
Robin Cole	r**e@g**m	27
Yi-Chia Chang	6****c	17
Yi Wang	3****1	15
Adrian Tofting	1****e	14
Harald Kristen	h**n@p**t	12
Burak	6****m	10
Maciej Kilian	6****c	10
Blaž Rolih	6****r	6
Daniele Rege Cambrin	d**a@g**m	6
Sieger Falkena	s**a@h**m	5
Ritwik Gupta	R****a	5
Qiusheng Wu	g**s@g**m	5
Copilot	1****t	5
Amri Rasyidi	a**y@g**m	5
Data Philosopher	o**4@g**m	4
gatienc	g**v@c**e	4
Hitesh Tolani	7****h	3
remtav	3****v	3
f-schi	7****i	3
Zhuo Zheng	3****g	3
Pablo Mandiola	p**o@s**z	3
Luca Colomba	4****l	3
Leo Ji	L**0@o**m	3
George Huber	3****r	3
and 102 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 52
Total pull requests: 320
Average time to close issues: 4 months
Average time to close pull requests: 21 days
Total issue authors: 19
Total pull request authors: 56
Average comments per issue: 3.04
Average comments per pull request: 2.43
Merged pull request: 164
Bot issues: 1
Bot pull requests: 110

Past year issues: 45
Past year pull requests: 310
Past year average time to close issues: 2 months
Past year average time to close pull requests: 14 days
Past year issue authors: 17
Past year pull request authors: 53
Past year average comments per issue: 2.8
Past year average comments per pull request: 2.31
Past year merged pull request: 160
Past year bot issues: 1
Past year bot pull requests: 110

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/torchgeo/torchgeo

Top Issue Authors

adamjstewart (15)
robmarkcole (14)
calebrob6 (6)
adriantre (2)
nilsleh (1)
AlanMorningLight (1)
blaz-r (1)
dependabot[bot] (1)
EmilienAlvarez (1)
f-schi (1)
GuiBarradas (1)
lnicola (1)
forrestfwilliams (1)
hfangcat (1)
gcaria (1)

Top Pull Request Authors

dependabot[bot] (110)
adamjstewart (70)
isaaccorley (17)
adriantre (13)
calebrob6 (13)
robmarkcole (10)
hkristen (7)
yichiac (7)
Copilot (6)
nuglifeleoji (5)
blaz-r (3)
evgeniialappo (3)
ashnair1 (3)
cnagda (3)
enomis-dev (2)

Top Issue Labels

datasets (19)
documentation (15)
good first issue (7)
tasks (3)
models (2)
testing (1)
scripts (1)
dependencies (1)
backwards-incompatible (1)
datamodules (1)
transforms (1)
python (1)

Top Pull Request Labels

testing (150)
dependencies (127)
datasets (99)
documentation (88)
python:uv (59)
models (36)
python (35)
datamodules (30)
tasks (16)
backwards-incompatible (13)
github_actions (12)
trainers (8)
security (7)
samplers (6)
transforms (5)
javascript (4)
scripts (3)

Package metadata

Total packages: 2
Total downloads:
- conda: 51,168 total
- pypi: 87,129 last-month
Total docker downloads: 252
Total dependent packages: 7 (may contain duplicates)
Total dependent repositories: 8 (may contain duplicates)
Total versions: 26
Total maintainers: 4
Total advisories: 2

pypi.org: torchgeo

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

Homepage: https://github.com/torchgeo/torchgeo
Documentation: https://torchgeo.readthedocs.io
Licenses: MIT
Latest release: 0.9.0 (published 6 months ago)
Last Synced: 2026-08-12T05:33:40.293Z (1 day ago)
Versions: 20
Dependent Packages: 6
Dependent Repositories: 4
Downloads: 87,129 Last month
Docker Downloads: 252
Rankings:
- Stargazers count: 1.642%
- Downloads: 2.405%
- Docker downloads count: 3.254%
- Dependent packages count: 3.271%
- Forks count: 3.608%
- Average: 3.644%
- Dependent repos count: 7.685%
Maintainers (4)
Advisories:
- TorchGeo Remote Code Execution Vulnerability
- Duplicate Advisory: TorchGeo Remote Code Execution Vulnerability

conda-forge.org: torchgeo

TorchGeo is a PyTorch domain library, similar to torchvision, providing datasets, samplers, transforms, and pre-trained models specific to geospatial data. The goal of this library is to make it simple 1. for machine learning experts to work with geospatial data, and 2. for remote sensing experts to explore machine learning solutions.

Homepage: https://github.com/torchgeo/torchgeo
Licenses: MIT
Latest release: 0.3.1 (published almost 4 years ago)
Last Synced: 2026-03-28T01:14:17.868Z (5 months ago)
Versions: 6
Dependent Packages: 1
Dependent Repositories: 4
Downloads: 51,168 Total
Rankings:
- Stargazers count: 10.267%
- Forks count: 13.172%
- Dependent repos count: 16.017%
- Average: 17.091%
- Dependent packages count: 28.909%

Dependencies

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.github/workflows/style.yaml actions

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docs/requirements.txt pypi

pyproject.toml pypi

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fiona >=1.8.19
kornia >=0.6.9
lightly >=1.4.4
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rasterio >=1.2
rtree >=1
segmentation-models-pytorch >=0.2
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timm >=0.4.12
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torchvision >=0.13

requirements/datasets.txt pypi

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scikit-image ==0.21.0
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requirements/docs.txt pypi

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requirements/required.txt pypi

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fiona ==1.9.4.post1
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pyproj ==3.6.1
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setuptools ==68.2.0
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requirements/style.txt pypi

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requirements/tests.txt pypi

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pytest ==7.4.2 test
pytest-cov ==4.1.0 test
tensorboard ==2.14.0 test

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