1. A REVIEW REGARDING DEEP LEARNING TECHNOLOGY IN MOBILE ROBOTS
- Author
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Florin Avram, Arnold Nilgesz, Flaviu Birouaș, and Vlad Ovidiu Mihalca
- Subjects
Artificial neural network ,Human–computer interaction ,Computer science ,business.industry ,Materials Science (miscellaneous) ,Deep learning ,Mobile robot ,Artificial intelligence ,Business and International Management ,business ,Industrial and Manufacturing Engineering - Abstract
Deep Learning usage is spread across many fields of application. This paper presents details from a selected variety of works published in recent years to illustrate the versatility of the Deep Learning techniques, their potential in current and future research and industry applications as well as their state-of-the-art status in vision tasks, where their efficiency is experimentally proven to near 100% accuracy. The presented applications range from navigation to localization, object recognition and more advanced interactions such as grasping.
- Published
- 1970