CARS, a satellite multi view stereo framework
Overview • Quick Start • Documentation • License • Contribution • Help • Credits • Contact • References
🌐 Overview
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🎞️ From Stereo Images  Input stereo image pairs |
🌍 To Digital Surface Model (DSM)  Output 3D surface reconstruction |
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
△ 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!
🐋 with Docker
🛠 Installation
CARS is available on Docker Hub and can be downloaded by:
docker pull cnes/cars
⚙ Run CARS
You only need to launch one command:
docker run -w /data -v "$(pwd)"/data_gizeh:/data cnes/cars /data/configfile.yaml
🐍 with pip
🛠 Installation
CARS can also be downloaded using the pip install command:
pip install cars
⚙ Run CARS
Once you moved to the data_gizeh directory:
cars configfile.yaml
📚 Documentation
Go to CARS Main Documentation.
📜 License
CARS is licensed under Apache License v2.0. Please refer to the LICENSE file for more details.
🤝 Contribution
To do a contribution, see the Contribution Guide. For project evolution, see Changelog.
🆘 Help
For issues, questions, or feature requests, please open an issue on our GitHub Issues page or check the documentation for additional resources.
You can also ask your questions on the corresponding slack.
✒️ Credits
If you use CARS in your research, please cite the following paper:
@Article{isprs-archives-XLIX-B2-2026-593-2026,
AUTHOR = {Youssefi, D. and Bellet, V. and Steux, Y. and Roux, M. and Traizet, C. and Rassat, M. and Calendini, T.},
TITLE = {CARS: A Photogrammetric Pipeline for Global 3D Reconstruction using Satellite Imagery},
JOURNAL = {The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
VOLUME = {XLIX-B2-2026},
YEAR = {2026},
PAGES = {593--600},
URL = {https://isprs-archives.copernicus.org/articles/XLIX-B2-2026/593/2026/},
DOI = {10.5194/isprs-archives-XLIX-B2-2026-593-2026}
}
See Authors file
✉️ Contact
You can contact us on the following mail adress: cars@cnes.fr
🔗 References
- Youssefi D., Michel, J., Sarrazin, E., Buffe, F., Cournet, M., Delvit, J., L’Helguen, C., Melet, O., Emilien, A., Bosman, J., 2020. Cars: A photogrammetry pipeline using dask graphs to construct a global 3d model. IGARSS - IEEE International Geoscience and Remote Sensing Symposium.
- Michel, J., Sarrazin, E., Youssefi, D., Cournet, M., Buffe, F., Delvit, J., Emilien, A., Bosman, J., Melet, O., L’Helguen, C., 2020. A new satellite imagery stereo pipeline designed for scalability, robustness and performance. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.
- Youssefi, D., Bellet, V., Steux, Y., Roux, M., Traizet, C., Rassat, M., Calendini, T., 2026. CARS: A Photogrammetric Pipeline for Global 3D Reconstruction using Satellite Imagery. ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.
Release files for cars 1.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| cars-1.3.0.tar.gz | 46.8 MB | Details |
Built distributions (wheels)
Total release size: 1.0 GB
Release files / cars-1.3.0.tar.gz
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| Tags | Source |
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Transparency logRelease files / cars-1.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | cars-1.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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Transparency logRelease files / cars-1.3.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | cars-1.3.0-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 47.1 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 |
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twine/7.0.0 CPython/3.13.14
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