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cars

CARS is a dedicated and open source 3D tool to produce Digital Surface Models from satellite imaging by photogrammetry.

https://github.com/cnes/cars

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: ieee.org
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (13.2%) to scientific vocabulary

Keywords

image-processing photogrammetry python remote-sensing
Last synced: 6 months ago · JSON representation

Repository

CARS is a dedicated and open source 3D tool to produce Digital Surface Models from satellite imaging by photogrammetry.

Basic Info
Statistics
  • Stars: 342
  • Watchers: 18
  • Forks: 37
  • Open Issues: 1
  • Releases: 0
Topics
image-processing photogrammetry python remote-sensing
Created almost 6 years ago · Last pushed 6 months ago
Metadata Files
Readme Changelog Contributing License Authors

README.md

CARS

CARS, a satellite multi view stereo framework

[![Python](https://img.shields.io/badge/python-v3.9+-blue.svg)](https://www.python.org/downloads/release/python-390/) [![Contributions welcome](https://img.shields.io/badge/contributions-welcome-orange.svg)](CONTRIBUTING.md) [![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0/) [![Documentation](https://readthedocs.org/projects/cars/badge/?version=latest)](https://cars.readthedocs.io/?badge=latest) [![Github Action](https://github.com/CNES/cars/actions/workflows/cars-ci.yml/badge.svg?branch=master)](https://github.com/CNES/cars/actions)

Overview • Quick Start • Documentation • Contribution • References

Overview

From stereo images | CARS produces a Digital Surface Model (DSM) :-------------------------:|:-------------------------: drawing | drawing

CARS is an open source 3D tool dedicated to produce Digital Surface Models from satellite imaging by photogrammetry. This Multiview Stereo framework is intended for massive DSM production with a robust, performant and modular design.

CARS is currently under active development and integrated into various projects & missions:

Its roadmap and implemented functionalities are evolving regularly depending on specific project requirements.

Quick start

CARS Docker Image

Docker Status

CARS is available on Docker Hub and can be downloaded by: bash docker pull cnes/cars

One main pipeline to generate DSM

You only need to launch one command:

docker run -w /data -v "$(pwd)"/data_gizeh:/data cnes/cars /data/configfile.json

with one configuration input file ("configfile.json") located in a "data" folder to be consistent with the previous command lines: ``` { "inputs": { "sensors" : { "one": { "image": "img1.tif", "geomodel": "img1.geom" }, "two": { "image": "img2.tif", "geomodel": "img2.geom" } } }, "output": { "directory": "outresults" } }

```

On the way to the Pyramids...

You want to build the pyramids by yourself? Download our open licence Pleiades data sample to give CARS a try!

Documentation

Go to CARS Main Documentation.

Contribution

To do a bug report or a contribution, see the Contribution Guide.

For project evolution, see Changelog.

Credits

See Authors file

References

Owner

  • Name: CNES
  • Login: CNES
  • Kind: organization

GitHub Events

Total
  • Issues event: 19
  • Watch event: 83
  • Delete event: 6
  • Issue comment event: 48
  • Push event: 103
  • Pull request event: 3
  • Fork event: 9
  • Create event: 10
Last Year
  • Issues event: 19
  • Watch event: 83
  • Delete event: 6
  • Issue comment event: 48
  • Push event: 103
  • Pull request event: 3
  • Fork event: 9
  • Create event: 10

Committers

Last synced: about 2 years ago

All Time
  • Total Commits: 1,250
  • Total Committers: 20
  • Avg Commits per committer: 62.5
  • Development Distribution Score (DDS): 0.712
Past Year
  • Commits: 489
  • Committers: 8
  • Avg Commits per committer: 61.125
  • Development Distribution Score (DDS): 0.634
Top Committers
Name Email Commits
Emmanuel Dubois e****s@c****r 360
steux yoann y****x@c****r 275
David Youssefi d****i@c****r 202
douzief f****h@c****u 105
Mathis ROUX m****x@c****u 87
Aurélie EMILIEN a****n@c****r 62
Loic Dumas l****s@c****r 50
steuxyo y****x@c****u 26
Quentin Fardet q****t@c****u 23
Marina BERTOLINO m****o@c****r 12
Natalia JIMENEZ DIAZ n****z@c****u 11
Roux Mathis m****x@c****u 10
Loic l****s@c****u 8
Guillaume Pasero g****o@c****r 6
Bertolino Marina m****o@c****u 4
Téo Bouvard t****d@t****m 3
GUINET Jonathan j****t@c****r 2
Jasmin SIEFERT j****t@c****r 2
Crest Didier d****t@c****r 1
Siefert Jasmin j****t@c****u 1
Committer Domains (Top 20 + Academic)
csgroup.eu: 8 c-s.fr: 7 cnes.fr: 3 thalesgroup.com: 1 cs-net.eu: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 33
  • Total pull requests: 3
  • Average time to close issues: 4 months
  • Average time to close pull requests: 6 days
  • Total issue authors: 27
  • Total pull request authors: 2
  • Average comments per issue: 3.39
  • Average comments per pull request: 1.33
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 10
  • Pull requests: 1
  • Average time to close issues: 23 days
  • Average time to close pull requests: N/A
  • Issue authors: 8
  • Pull request authors: 1
  • Average comments per issue: 1.6
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • lionlai1989 (4)
  • joemcglinchy (2)
  • pierre33 (2)
  • zbkpointer (2)
  • DobleD17 (1)
  • DhDeepLIT (1)
  • BrooksXiaoxi (1)
  • silverbean-j (1)
  • JulesFleury (1)
  • MordicusEtCubitus (1)
  • songbai-rgb (1)
  • Wsdnuaa (1)
  • baizhu0414 (1)
  • DieProgrammIDE (1)
  • farshad-golparvar (1)
Pull Request Authors
  • Datafalk (3)
  • fchapoton (2)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 1,126 last-month
  • Total dependent packages: 1
    (may contain duplicates)
  • Total dependent repositories: 1
    (may contain duplicates)
  • Total versions: 22
  • Total maintainers: 4
pypi.org: cars

A satellite multi view stereo pipeline

  • Versions: 19
  • Dependent Packages: 0
  • Dependent Repositories: 1
  • Downloads: 763 Last month
Rankings
Stargazers count: 5.0%
Dependent packages count: 7.3%
Forks count: 7.7%
Average: 12.2%
Downloads: 19.1%
Dependent repos count: 22.1%
Maintainers (4)
cars-cnes duboise dyoussef esarrazin
Last synced: 6 months ago
pypi.org: vlsift

Cython wrapper of the VLFeat toolkit

  • Versions: 3
  • Dependent Packages: 1
  • Dependent Repositories: 0
  • Downloads: 363 Last month
Rankings
Dependent packages count: 7.3%
Average: 37.9%
Dependent repos count: 68.4%
Maintainers (3)
cars-cnes duboise dyoussef
Last synced: 6 months ago

Dependencies

Dockerfile docker
  • cnes/cars-deps latest build
docs/requirements-docs.txt pypi
  • graphviz *
  • sphinx *
  • sphinx-rtd-theme *
  • sphinx_autoapi *
  • sphinx_tabs ==3.4.0