Brain inspired object recognition system
A computer-based demo has been developed which uses brain inspired techniques to recognise objects. In the demonstration we introduce the participants to the human visual system with a particular focus on object recognition. A webcam connected to a computer is able to recognise a set of printed images, 6 animals and 6 musical instruments. The system has been designed to work in real-time and can recognise up to 3 objects simultaneously.
Furthermore, the system can learn (online) up to 6 new images/objects. These can be drawn on paper, objects at hand or even people's faces.
Notably, the system is based on the basic principles of object recognition in the visual cortex, matching experimental physiological data. It captures the hierarchical anatomical organization of the brain, and the two distinct processing pathways for 'what' and 'where' information. A short and dynamic presentation introducing these concepts can also be given.
Silicon retina system
In addition to the system described above which uses a conventional webcam to provide images of the environment, we are also developing a similar system which uses a silicon retina.
Sponsor
The COLAMN Project.
STEM Ambassadors
Both Salvador and James are STEM Ambassadors. For more information about this scheme please see the documents below:
