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autonomous-car-chase's Introduction

Autonomous car chase

The repository presents a system that can autonomously chase another vehicle. The goal is to maintain a predefined distance between two cars. It has been tested in a CARLA simulator using CARLA Car Chasing dataset and with a RC cars.

                                                         Video of the car chase                                                         

Videos

Main contributions

  • Functional autonomous driving system capable of chasing another vehicle based on information from a single monocular RGB camera. The full system is found in src. The simplified version used with the RC cars can be found in RC_Version.
  • Dual-task neural network that can concurrently detect objects and perform coarse image segmentation.
Detection Segmentation 2019
detection segmentation
  • Three datasets (CARLA Car Chasing dataset, object detection dataset and semantic segmentation dataset) found in datasets
  • Publication at European Conference on Computer Vision (ECCV 2020) ACVR workshop

Citations

Please cite Autonomous Car Chasing paper in your publications if it helps your research.

@inproceedings{chase_Jahoda2020,
  author = {Pavel Jahoda and Jan Cech and Jiri Matas},
  title = {Autonomous Car Chasing},
  booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
  year = {2020}
}

autonomous-car-chase's People

Contributors

jahodapaul avatar

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