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cff-version: 1.2.0 | ||
message: "If you use this software, please cite it as below." | ||
title: "BlenderProc2" | ||
version: 2.0.0 | ||
date-released: 2021-10-12 | ||
licence: GNU General Public License v3.0 | ||
authors: | ||
- family-names: Denninger | ||
given-names: Maximilian | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0002-1557-2234" | ||
- family-names: Sundermeyer | ||
given-names: Martin | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0003-0587-9643" | ||
- family-names: Winkelbauer | ||
given-names: Dominik | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0001-7443-1071" | ||
- family-names: Olefir | ||
given-names: Dmitry | ||
affiliation: "German Aerospace Center (DLR)" | ||
orcid: "https://orcid.org/0000-0001-5244-9676" | ||
- family-names: Hodan | ||
given-names: Tomas | ||
affiliation: "Visual Recognition Group, Czech Technical University in Prague" | ||
email: "[email protected]" | ||
- family-names: Zidan | ||
given-names: Youssef | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Elbadrawy | ||
given-names: Mohamad | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Knauer | ||
given-names: Markus | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0001-8229-9410" | ||
- family-names: Katam | ||
given-names: Harinandan | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Lodhi | ||
given-names: Ahsan | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Penzkofer | ||
given-names: Anna | ||
affiliation: "German Aerospace Center (DLR)" | ||
repository-code: "https://github.com/DLR-RM/BlenderProc/" | ||
url: "https://dlr-rm.github.io/BlenderProc/" | ||
abstract: "BlenderProc is a modular procedural pipeline, which helps in generating real looking images for the training of convolutional neural networks. These can be used in a variety of use cases including segmentation, depth, normal and pose estimation and many others. A key feature of our extension of blender is the simple to use modular pipeline, which was designed to be easily extendable. By offering standard modules, which cover a variety of scenarios, we provide a starting point on which new modules can be created." | ||
keywords: | ||
- "machine learning" | ||
- "deep learning" | ||
- "artificial intelligence" | ||
- "computer vision" | ||
- "simulation" | ||
- "photo realistic rendering" | ||
- "blender" | ||
- "robot framework" | ||
- "dataset generation" | ||
references: | ||
- type: article | ||
title: "BlenderProc" | ||
authors: | ||
- family-names: Denninger | ||
given-names: Maximilian | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0002-1557-2234" | ||
- family-names: Sundermeyer | ||
given-names: Martin | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0003-0587-9643" | ||
- family-names: Winkelbauer | ||
given-names: Dominik | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0001-7443-1071" | ||
- family-names: Zidan | ||
given-names: Youssef | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Olefir | ||
given-names: Dmitry | ||
affiliation: "German Aerospace Center (DLR)" | ||
orcid: "https://orcid.org/0000-0001-5244-9676" | ||
- family-names: Elbadrawy | ||
given-names: Mohamad | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Lodhi | ||
given-names: Ahsan | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Katam | ||
given-names: Harinandan | ||
affiliation: "German Aerospace Center (DLR)" | ||
year: 2019 | ||
url: https://arxiv.org/abs/1911.01911 | ||
- type: article | ||
title: "BlenderProc: Reducing the Reality Gap with Photorealistic Rendering" | ||
authors: | ||
- family-names: Denninger | ||
given-names: Maximilian | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0002-1557-2234" | ||
- family-names: Sundermeyer | ||
given-names: Martin | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0003-0587-9643" | ||
- family-names: Winkelbauer | ||
given-names: Dominik | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0001-7443-1071" | ||
- family-names: Olefir | ||
given-names: Dmitry | ||
affiliation: "German Aerospace Center (DLR)" | ||
orcid: "https://orcid.org/0000-0001-5244-9676" | ||
- family-names: Hodan | ||
given-names: Tomas | ||
affiliation: "Visual Recognition Group, Czech Technical University in Prague" | ||
email: "[email protected]" | ||
- family-names: Zidan | ||
given-names: Youssef | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Elbadrawy | ||
given-names: Mohamad | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Knauer | ||
given-names: Markus | ||
affiliation: "German Aerospace Center (DLR)" | ||
email: "[email protected]" | ||
orcid: "https://orcid.org/0000-0001-8229-9410" | ||
- family-names: Katam | ||
given-names: Harinandan | ||
affiliation: "German Aerospace Center (DLR)" | ||
- family-names: Lodhi | ||
given-names: Ahsan | ||
affiliation: "German Aerospace Center (DLR)" | ||
year: 2020 | ||
conference: "International Conference on Robotics: Sciene and Systems, RSS 2020" | ||
url: "https://sim2real.github.io/assets/papers/2020/denninger.pdf" | ||
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