torchgeo

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

Score: 24.750131545941564

Last synced: about 23 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 (over 5 years ago)
Default Branch: main
Last Pushed: 2026-11-04T16:41:31.000Z (10 days ago)
Last Synced: 2026-11-06T06:26:30.877Z (8 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: 367 MB
Stars: 4,238
Watchers: 55
Forks: 607
Open Issues: 215
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: 2026-11-08T01:10:26.761Z
Profile URL: https://github.com/torchgeo

GitHub Events

Total

Create event: 164
Delete event: 155
Discussion event: 2
Fork event: 22
Gollum event: 1
Issue comment event: 362
Issues event: 61
Member event: 1
Pull request event: 694
Pull request review comment event: 509
Pull request review event: 603
Push event: 373
Release event: 2
Watch event: 174
Total: 3123

Last Year

Create event: 130
Delete event: 125
Discussion event: 2
Fork event: 13
Gollum event: 1
Issue comment event: 240
Issues event: 41
Pull request event: 558
Pull request review comment event: 349
Pull request review event: 444
Push event: 303
Release event: 1
Watch event: 83
Total: 2290

Committers metadata

Last synced: 2 days ago

Total Commits: 3,532
Total Committers: 138
Avg Commits per committer: 25.594
Development Distribution Score (DDS): 0.625

Commits in past year: 875
Committers in past year: 53
Avg Commits per committer in past year: 16.509
Development Distribution Score (DDS) in past year: 0.578

Name	Email	Commits
Adam J. Stewart	a**6@g**m	1324
dependabot[bot]	4****]	1278
Caleb Robinson	c**6@g**m	236
Isaac Corley	2****y	172
Nils Lehmann	3****h	104
Ashwin Nair	a**5@g**m	88
Robin Cole	r**e@g**m	33
Yi-Chia Chang	6****c	19
Adrian Tofting	1****e	16
Yi Wang	3****1	15
Harald Kristen	h**n@p**t	14
Burak	6****m	11
Maciej Kilian	6****c	10
Blaž Rolih	6****r	7
gatienc	g**v@c**e	7
Piper Wolters	4****s	6
Daniele Rege Cambrin	d**a@g**m	6
Sieger Falkena	s**a@h**m	5
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
Evgeniia	j**6@g**m	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
and 108 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 89
Total pull requests: 576
Average time to close issues: 3 months
Average time to close pull requests: 18 days
Total issue authors: 24
Total pull request authors: 81
Average comments per issue: 3.07
Average comments per pull request: 2.23
Merged pull request: 331
Bot issues: 1
Bot pull requests: 177

Past year issues: 67
Past year pull requests: 484
Past year average time to close issues: 2 months
Past year average time to close pull requests: 13 days
Past year issue authors: 18
Past year pull request authors: 73
Past year average comments per issue: 3.18
Past year average comments per pull request: 2.28
Past year merged pull request: 288
Past year bot issues: 0
Past year bot pull requests: 142

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

Top Issue Authors

calebrob6 (24)
adamjstewart (21)
robmarkcole (18)
adriantre (3)
nilsleh (2)
blaz-r (2)
amrirasyidi (2)
yuyao-wang (1)
yichiac (1)
isaiahlg (1)
wrignj08 (1)
Alessiacosmos (1)
simonreise (1)
AlanMorningLight (1)
kshitijrajsharma (1)

Top Pull Request Authors

dependabot[bot] (177)
adamjstewart (149)
isaaccorley (31)
calebrob6 (29)
robmarkcole (15)
adriantre (15)
Marchematics (12)
quinnarnold (10)
borchertn (9)
yichiac (9)
hkristen (8)
Copilot (6)
nuglifeleoji (5)
evgeniialappo (5)
blaz-r (5)

Top Issue Labels

datasets (36)
documentation (17)
models (10)
tasks (6)
datamodules (6)
good first issue (3)
backwards-incompatible (3)
transforms (2)
dependencies (2)
testing (1)
python (1)
profilers (1)
github_actions (1)
scripts (1)

Top Pull Request Labels

testing (262)
dependencies (217)
datasets (175)
documentation (135)
python:uv (119)
models (55)
datamodules (52)
python (35)
backwards-incompatible (28)
tasks (26)
github_actions (17)
security (11)
samplers (9)
trainers (8)
javascript (6)
transforms (6)
scripts (4)
losses (4)
metrics (3)
callbacks (3)
profilers (2)

Package metadata

Total packages: 3
Total downloads:
- pypi: 39,822 last-month
- conda: 51,168 total
Total docker downloads: 252
Total dependent packages: 7 (may contain duplicates)
Total dependent repositories: 8 (may contain duplicates)
Total versions: 33
Total maintainers: 7
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: 0.10.1 (published about 2 months ago)
Last Synced: 2026-11-11T20:40:30.247Z (2 days ago)
Versions: 22
Dependent Packages: 6
Dependent Repositories: 4
Downloads: 39,822 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 (8 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%

spack.io: py-torchgeo

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

Homepage: https://github.com/torchgeo/torchgeo
Licenses: []
Latest release: 0.2.1 (published over 4 years ago)
Last Synced: 2026-11-11T20:39:16.422Z (2 days ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Stargazers count: 6.906%
- Forks count: 8.976%
- Average: 18.289%
- Dependent packages count: 57.274%
Maintainers (6)

Dependencies

.github/workflows/labeler.yml actions

actions/labeler v4.3.0 composite

.github/workflows/release.yaml actions

actions/cache v3.3.2 composite
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

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

.github/workflows/deploy.yaml actions

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

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