Vision system for automatic recognition of selected road users
[ 1 ] Instytut Automatyki i Robotyki, Wydział Automatyki, Robotyki i Elektrotechniki, Politechnika Poznańska | [ P ] pracownik | [ S ] student
2022
rozdział w monografii naukowej / referat
angielski
- recognition of road traffic participants
- vision system
- artificial neural networks
- mobile application
- image recognition
- image processing
EN In this article, a system for automatic recognition of selected road users using artificial neural networks is proposed. Five models of neural networks were tested with various configurations. With the special prepared image database, training, validation and tests were conducted to identify five classes of road users: cyclists, people on electric scooters, roller skates, pedestrians and people using personal transport devices. A web application that recognize these classes of road users was also prepared.
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