MapReader

article computer-vision deep-learning digital-humanities hut23 hut23-96 machine-learning maps pytorch spatial-data

Score: 8.411832675758411

Last synced: about 8 hours ago
JSON representation

Repository metadata:

A computer vision pipeline for exploring and analyzing images at scale

Host: GitHub
URL: https://github.com/maps-as-data/MapReader
Owner: maps-as-data
License: other
Created: 2021-11-22T10:29:48.000Z (over 4 years ago)
Default Branch: main
Last Pushed: 2026-05-29T14:23:30.000Z (23 days ago)
Last Synced: 2026-06-12T12:04:26.120Z (9 days ago)
Topics: article, computer-vision, deep-learning, digital-humanities, hut23, hut23-96, machine-learning, maps, pytorch, spatial-data
Language: Python
Homepage: https://mapreader.readthedocs.io/en/latest/
Size: 440 MB
Stars: 140
Watchers: 9
Forks: 22
Open Issues: 85
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff

Owner metadata:

Name: Maps as Data
Login: maps-as-data
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/179117192?v=4
Repositories: 1
Last Synced at: 2024-08-22T11:04:22.410Z
Profile URL: https://github.com/maps-as-data

GitHub Events

Total

Create event: 30
Delete event: 23
Fork event: 8
Issue comment event: 98
Issues event: 51
Pull request event: 48
Pull request review comment event: 21
Pull request review event: 21
Push event: 145
Watch event: 33
Total: 478

Last Year

Create event: 6
Delete event: 4
Fork event: 3
Issue comment event: 11
Issues event: 6
Pull request event: 6
Pull request review comment event: 3
Pull request review event: 4
Push event: 23
Watch event: 15
Total: 81

Committers metadata

Last synced: 12 days ago

Total Commits: 1,654
Total Committers: 20
Avg Commits per committer: 82.7
Development Distribution Score (DDS): 0.343

Commits in past year: 37
Committers in past year: 4
Avg Commits per committer in past year: 9.25
Development Distribution Score (DDS) in past year: 0.243

Name	Email	Commits
Rosie Wood	r**d@t**k	1087
kasra-hosseini	k**i@t**k	203
Katie McDonough	k**2@g**m	78
Kalle Westerling	k**g@g**m	78
Kalle Westerling	k**g@b**k	62
Andy Smith	a****h	51
allcontributors[bot]	4****]	30
Daniel C.S. Wilson	3****2	18
ChristinaLast	c**t@o**m	11
Fan Yang	f**r@b**k	6
dependabot[bot]	4****]	5
Adam Cox	m**x@g**m	4
Giuseppe Tripodi	6****i	4
Jihye Jeong	J**h@s**e	4
kasparvonbeelen	k**n@m**l	3
Ubuntu	k**i@p**t	3
Kasra Hosseini	k**i@z**e	3
Elizabeth DuPre	e**2@c**u	2
Evangeline Corcoran	8****n	1
OSHistory	9****y	1

Issue and Pull Request metadata

Last synced: 3 months ago

Total issues: 67
Total pull requests: 97
Average time to close issues: 9 months
Average time to close pull requests: 2 months
Total issue authors: 14
Total pull request authors: 12
Average comments per issue: 1.34
Average comments per pull request: 1.62
Merged pull request: 75
Bot issues: 0
Bot pull requests: 2

Past year issues: 5
Past year pull requests: 12
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 2 days
Past year issue authors: 2
Past year pull request authors: 3
Past year average comments per issue: 1.4
Past year average comments per pull request: 0.92
Past year merged pull request: 9
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/maps-as-data/MapReader

Top Issue Authors

rwood-97 (27)
kmcdono2 (12)
kasra-hosseini (6)
ChristinaLast (5)
kallewesterling (5)
kmlilley (2)
andrewphilipsmith (2)
DGalexander (2)
mradamcox (1)
kflau2 (1)
dcsw2 (1)
iamliamdt (1)
MonikaBarget (1)
sergejfr23 (1)

Top Pull Request Authors

rwood-97 (64)
kallewesterling (13)
andrewphilipsmith (4)
kasra-hosseini (3)
mradamcox (2)
OSHistory (2)
allcontributors[bot] (2)
DGalexander (2)
st7ma784 (2)
GiuseTripodi (1)
jhwisdom (1)
ChristinaLast (1)

Top Issue Labels

enhancement (25)
new feature (25)
bug (11)
documentation (9)
download (4)
hut101 (4)
text on maps (3)
post-processing (3)
experiment (2)
load (2)
annotate (2)
good first issue (2)
funding (2)
project management (1)
integrations (1)
community (1)
workshop2023march (1)
important (1)
workshop (1)
classify (1)
march-2025-wrap-up (1)

Top Pull Request Labels

no changelog (21)
documentation (8)
download (3)
bug (2)
text on maps (2)
enhancement (2)
new feature (2)
dependencies (1)
installation (1)

Dependencies

.github/workflows/mr_ci.yml actions

actions/checkout v2 composite
actions/setup-python v1 composite

.github/workflows/mr_pip_ci.yml actions

actions/checkout v2 composite
actions/setup-python v1 composite

.github/workflows/joss-draft-pdf.yml actions

actions/checkout v4 composite
actions/upload-artifact v1 composite
openjournals/openjournals-draft-action master composite

.github/workflows/publish-to-conda-forge.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/publish-to-pypi.yml actions

actions/checkout v3 composite
actions/setup-python v2 composite
pypa/gh-action-pypi-publish release/v1 composite

.github/workflows/publish-to-test-pypi.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
pypa/gh-action-pypi-publish release/v1 composite

conda/ipyannotate/conda/setup.py pypi

ipywidgets >=7.0.0

docs/requirements.txt pypi

myst-parser *
nbsphinx *
pandoc *
sphinx-autoapi *
sphinx-copybutton *
sphinx-togglebutton *
sphinx_rtd_theme *
sphinxcontrib-napoleon *

setup.py pypi

Cython >=0.29.24,<0.30.0
PyYAML >=6.0,<7.0
Shapely >=2.0.0,<3.0.0
aiohttp >=3.8.1,<4.0.0
azure-storage-blob >=12.9.0,<13.0.0
geopy ==2.1.0
ipyannotate ==0.1.0
ipykernel >=6.5.1,<7.0.0
ipywidgets >=7.7.3,<8.0.0
jupyter >=1.0.0,<2.0.0
keplergl >=0.3.2,<0.4.0
matplotlib >=3.5.0,<4.0.0
nest-asyncio >=1.5.1,<2.0.0
numpy >=1.21.5,<2.0.0
openpyxl <4.0.0
pandas >=1.3.4,<2.0.0
parhugin >=0.0.3,<0.0.4
proj >=0.2.0,<0.3.0
pyproj >=3.2.0,<4.0.0
rasterio >=1.2.10,<2.0.0
scikit-image >=0.18.3
scikit-learn >=1.0.1,<2.0.0
simplekml >=1.3.6,<2.0.0
tensorboard >=2.7.0,<3.0.0
torch >=1.10.0,<2.0.0
torchinfo <2.0.0
torchvision >=0.11.1,<0.12.1
tqdm <5.0.0
versioneer >=0.28

.github/workflows/dependapot-review.yml actions

actions/checkout v4 composite
actions/dependency-review-action v4 composite

.github/workflows/mr_ci_text_spotting.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/changelog.yml actions

tarides/changelog-check-action v2 composite

text-requirements.txt pypi

container/Dockerfile docker

nvcr.io/nvidia/pytorch 24.06-py3 build

container/requirements.txt pypi

Cython >=0.29.24,<0.30.0
PyYAML >=6.0,<7.0
Shapely >=2.0.0,<3.0.0
aiohttp >=3.8.1,<4.0.0
azure-storage-blob >=12.9.0,<13.0.0
black >=23.7.0,<25.0.0
cartopy >=0.22.0
fiona >=1.10.1
flake8 >=6.0.0,<8.0.0
geopandas <1.0.0
geopy ==2.1.0
ipyannotate ==0.1.0
ipykernel >=6.5.1,<7.0.0
ipywidgets >=8.0.0,<9.0.0
isodate >=0.7.2
joblib >=1.4.0
jupyter >=1.0.0,<2.0.0
jupyter-console >=6.6.3
jupyterlab-widgets >=3.0.13
mapclassify >=2.0.0,<3.0.0
matplotlib >=3.5.0,<4.0.0
nest-asyncio >=1.5.1,<2.0.0
numpy >=1.21.5,<2.0.0
opencv-python >=4.8.1.78,<5.0.0
pandas >=2.0.0
parhugin >=0.0.3,<0.0.4
pyogrio >=0.7.2
pyproj >=3.2.0,<4.0.0
pytest <9.0.0
pytest-cov >=4.1.0,<6.0.0
rasterio >=1.2.10,<2.0.0
scikit-image >=0.18.3
scikit-learn >=1.0.1,<2.0.0
simplekml >=1.3.6,<2.0.0
tensorboard >=2.7.0,<3.0.0
timm <1.0.0
torchinfo <2.0.0
tqdm <5.0.0
transformers <5.0.0
versioneer >=0.28
widgetsnbextension >=4.0.13
xyzservices ==2024.9.0

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Summary