torchgeo

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

Score: 24.76088802377939

Last synced: about 18 hours ago
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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 (over 5 years ago)
Default Branch: main
Last Pushed: 2026-09-22T17:31:09.000Z (6 days ago)
Last Synced: 2026-09-22T23:45:36.297Z (6 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: 357 MB
Stars: 4,189
Watchers: 56
Forks: 592
Open Issues: 216
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: 8
Last Synced at: 2026-09-25T03:36:33.330Z
Profile URL: https://github.com/torchgeo

GitHub Events

Total

Create event: 162
Delete event: 152
Discussion event: 2
Fork event: 21
Gollum event: 1
Issue comment event: 362
Issues event: 60
Member event: 1
Pull request event: 688
Pull request review comment event: 505
Pull request review event: 599
Push event: 372
Release event: 2
Watch event: 174
Total: 3101

Last Year

Create event: 149
Delete event: 139
Discussion event: 2
Fork event: 12
Gollum event: 1
Issue comment event: 308
Issues event: 51
Pull request event: 634
Pull request review comment event: 388
Pull request review event: 497
Push event: 340
Release event: 2
Watch event: 114
Total: 2637

Committers metadata

Last synced: 2 days ago

Total Commits: 3,415
Total Committers: 137
Avg Commits per committer: 24.927
Development Distribution Score (DDS): 0.625

Commits in past year: 815
Committers in past year: 53
Avg Commits per committer in past year: 15.377
Development Distribution Score (DDS) in past year: 0.585

Name	Email	Commits
Adam J. Stewart	a**6@g**m	1282
dependabot[bot]	4****]	1216
Caleb Robinson	c**6@g**m	234
Isaac Corley	2****y	172
Nils Lehmann	3****h	104
Ashwin Nair	a**5@g**m	88
Robin Cole	r**e@g**m	31
Yi-Chia Chang	6****c	19
Adrian Tofting	1****e	16
Yi Wang	3****1	15
Harald Kristen	h**n@p**t	12
Maciej Kilian	6****c	10
Burak	6****m	10
Daniele Rege Cambrin	d**a@g**m	6
Blaž Rolih	6****r	6
gatienc	g**v@c**e	6
Amri Rasyidi	a**y@g**m	5
Copilot	1****t	5
NB	1****n	5
Qiusheng Wu	g**s@g**m	5
Ritwik Gupta	R****a	5
Sieger Falkena	s**a@h**m	5
Piper Wolters	4****s	4
Data Philosopher	o**4@g**m	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
and 107 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 80
Total pull requests: 449
Average time to close issues: 4 months
Average time to close pull requests: 20 days
Total issue authors: 23
Total pull request authors: 75
Average comments per issue: 2.85
Average comments per pull request: 2.46
Merged pull request: 237
Bot issues: 1
Bot pull requests: 128

Past year issues: 64
Past year pull requests: 391
Past year average time to close issues: 2 months
Past year average time to close pull requests: 14 days
Past year issue authors: 18
Past year pull request authors: 70
Past year average comments per issue: 2.8
Past year average comments per pull request: 2.54
Past year merged pull request: 214
Past year bot issues: 0
Past year bot pull requests: 110

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

Top Issue Authors

calebrob6 (23)
adamjstewart (18)
robmarkcole (17)
adriantre (2)
nilsleh (2)
yichiac (1)
simonreise (1)
AlanMorningLight (1)
blaz-r (1)
dependabot[bot] (1)
gatienc (1)
EmilienAlvarez (1)
f-schi (1)
GuiBarradas (1)
lnicola (1)

Top Pull Request Authors

dependabot[bot] (128)
adamjstewart (96)
isaaccorley (30)
calebrob6 (23)
adriantre (15)
Marchematics (12)
robmarkcole (11)
yichiac (9)
hkristen (8)
quinnarnold (8)
borchertn (8)
Copilot (6)
nuglifeleoji (5)
evgeniialappo (5)
gatienc (4)

Top Issue Labels

datasets (33)
documentation (17)
models (9)
tasks (5)
datamodules (5)
good first issue (3)
backwards-incompatible (2)
transforms (2)
testing (1)
python (1)
profilers (1)
dependencies (1)
scripts (1)

Top Pull Request Labels

testing (217)
dependencies (155)
datasets (149)
documentation (119)
python:uv (73)
models (48)
datamodules (41)
python (35)
tasks (20)
backwards-incompatible (19)
github_actions (15)
trainers (8)
security (7)
samplers (7)
javascript (5)
transforms (5)
scripts (3)
losses (3)
profilers (2)

Package metadata

Total packages: 2
Total downloads:
- conda: 51,168 total
- pypi: 42,497 last-month
Total docker downloads: 252
Total dependent packages: 7 (may contain duplicates)
Total dependent repositories: 8 (may contain duplicates)
Total versions: 27
Total maintainers: 5
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://docs.torchgeo.org
Licenses: MIT
Latest release: 0.10.0 (published about 2 months ago)
Last Synced: 2026-09-27T02:10:12.970Z (2 days ago)
Versions: 21
Dependent Packages: 6
Dependent Repositories: 4
Downloads: 42,497 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 (5)
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 about 4 years ago)
Last Synced: 2026-03-28T01:14:17.868Z (6 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

.github/workflows/labeler.yml actions

actions/labeler v4.3.0 composite

.github/workflows/release.yaml actions

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actions/checkout v4.0.0 composite
actions/setup-python v4.7.0 composite

.github/workflows/style.yaml actions

actions/cache v3.3.2 composite
actions/checkout v4.0.0 composite
actions/setup-python v4.7.0 composite

.github/workflows/tests.yaml actions

actions/cache v3.3.2 composite
actions/checkout v4.0.0 composite
actions/setup-python v4.7.0 composite
codecov/codecov-action v3.1.4 composite
pyvista/setup-headless-display-action v2 composite

.github/workflows/tutorials.yaml actions

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actions/setup-python v4.7.0 composite

.github/workflows/deploy.yaml actions

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actions/download-artifact v8.0.1 composite
actions/upload-artifact v7.0.1 composite
astral-sh/setup-uv v9.0.0 composite

package-lock.json npm

prettier 3.9.6

pyproject.toml pypi

einops >=0.3
geopandas >=1.0
jsonargparse [jsonnet,signatures]>=4.39
kornia >=0.8.2
lightly >=1.5.1
lightning >=2.4,!=2.5.0,!=2.5.5,!=2.5.6
matplotlib >=3.7.3
numpy >=1.26
pandas >=2.1.1
pillow >=10
pyogrio >=0.10
pyproj >=3.6.1
rasterio >=1.4.3
requests >=2.25
segmentation-models-pytorch >=0.5
shapely >=2.0.2
timm >=1.0.3
torch >=2.2
torchmetrics [detection]>=1.5
torchvision >=0.17
tqdm >=4.57
typing-extensions >=4.8

uv.lock pypi

209 dependencies

package.json npm

prettier >=3.3

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