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| | license: bsd-3-clause |
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| | A collection of models employed for semantic perception on smart egde sensors. |
| | The Collection includes models for |
| | - person, object, and robot detection |
| | - person, object, and robot keypoint estimation |
| | - semantic segmentation of indoor scenes |
| | - instance segmentation of tables and chairs |
| | - person detection in IR images |
| | - person re-id |
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| | References: |
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| | Simon Bultmann, Raphael Memmesheimer, and Sven Behnke:<br> |
| | External Camera-based Mobile Robot Pose Estimation for Collaborative Perception with Smart Edge Sensors<br> |
| | In Proceedings of IEEE International Conference on Robotics and Automation (ICRA), London, UK, June 2023.<br> |
| | [Paper](https://www.ais.uni-bonn.de/papers/ICRA_2023_Bultmann.pdf); |
| | [Video](https://www.ais.uni-bonn.de/videos/ICRA_2023_Bultmann/) |
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| | Julian Hau, Simon Bultmann, and Sven Behnke:<br> |
| | Object-level 3D Semantic Mapping using a Network of Smart Edge Sensors<br> |
| | In Proceedings of 6th IEEE International Conference on Robotic Computing (IRC), Naples, Italy, December 2022.<br> |
| | [Paper](https://www.ais.uni-bonn.de/papers/IRC_2022_Hau.pdf); |
| | [Video](https://www.ais.uni-bonn.de/videos/IRC_2022_Hau_Bultmann/) |
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| | Simon Bultmann and Sven Behnke:<br> |
| | 3D Semantic Scene Perception using Distributed Smart Edge Sensors<br> |
| | In Proceedings of 17th International Conference on Intelligent Autonomous Systems (IAS), Zagreb, Croatia, June 2022.<br> |
| | [Paper](https://www.ais.uni-bonn.de/papers/IAS_2022_Bultmann.pdf); |
| | [Video](https://www.ais.uni-bonn.de/videos/IAS_2022_Bultmann/); |
| | [Code Nvidia Jetson Sensorboard](https://github.com/AIS-Bonn/JetsonTRTPerception); |
| | [Code Backend](https://github.com/AIS-Bonn/SmartEdgeSensor3DScenePerception) |
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| | Simon Bultmann and Sven Behnke:<br> |
| | Real-Time Multi-View 3D Human Pose Estimation using Semantic Feedback to Smart Edge Sensors<br> |
| | In Proceedings of Robotics: Science and Systems (RSS), July 2021.<br> |
| | [Paper](https://www.ais.uni-bonn.de/papers/RSS_2021_Bultmann.pdf); |
| | [Video](https://www.ais.uni-bonn.de/videos/RSS_2021_Bultmann/); |
| | [Code](https://github.com/AIS-Bonn/SmartEdgeSensor3DHumanPose); |
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