Adapted Pepper

التفاصيل البيبلوغرافية
العنوان: Adapted Pepper
المؤلفون: Caniot, Maxime, Bonnet, Vincent, Busy, Maxime, Labaye, Thierry, Besombes, Michel, Courtois, Sebastien, Lagrue, Edouard
سنة النشر: 2020
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Robotics, Computer Science - Artificial Intelligence
الوصف: One of the main issue in robotics is the lack of embedded computational power. Recently, state of the art algorithms providing a better understanding of the surroundings (Object detection, skeleton tracking, etc.) are requiring more and more computational power. The lack of embedded computational power is more significant in mass-produced robots because of the difficulties to follow the increasing computational requirements of state of the art algorithms. The integration of an additional GPU allows to overcome this lack of embedded computational power. We introduce in this paper a prototype of Pepper with an embedded GPU, but also with an additional 3D camera on the head of the robot and plugged to the late GPU. This prototype, called Adapted Pepper, was built for the European project called MuMMER (MultiModal Mall Entertainment Robot) in order to embed algorithms like OpenPose, YOLO or to process sensors information and, in all cases, avoid network dependency for deported computation.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2009.03648
رقم الأكسشن: edsarx.2009.03648
قاعدة البيانات: arXiv