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Multi-task Deep learning based Advanced Driver Assistance System

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Multi-task Deep learning based Advanced Driver Assistance System

This technology based on light-weights multi-task deep learning model to solve object detection and semantic segmentation problem. It can be used to detect drivable area, lane line and also moving object on the road with single camera. The captured information can be utilized for a lot of advanced driver assistant system, including LDWS, FCWS/RCWS, AEB, PD, BSD, etc. The algorithm can now run at 10FPS on NVIDIA Jetson Xavier embedded system and 15 FPS on Texas Instrument TDA2x.

Contact

  • Name:呂佳㯣

  • Phone:03-573-1689

  • Address:1001 Ta Hsueh RD., Hsinchu City, Taiwan

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Other Information

  • Pavilion:Innovation Pilot

  • Affiliated Ministry:National Science and Technology Council

  • Application Field:Information & Communications

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  • Technology maturity:Experiment stage

  • Exhibiting purpose:Technology transactions、Display of scientific results

  • Trading preferences:Exclusive license/assignment、Technical license/cooperation

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