EmIC - Vestavěná inteligence pro chytré kamery s aplikacemi počítačového vidění v dopravě a průmyslu

Project Period: 1. 7. 2020 – 30. 6. 2023

Project Type: grant

Code: FW02020040

Agency: Technologická agentura ČR

Program: 2. veřejná soutěž - Program průmyslového výzkumu a experimentálního vývoje TREND

English title

EmIC - Embedded Intelligence for Smart Cameras with Traffic and Industrial Computer Vision Applications

Type

grant

Keywords

computer vision algorithms, neural networks

Abstract

The aim of the project is to deepen the cooperation of BUT with the industrial environment, conretely the startup Cognitechna Ltd., in the form of joint research. Particularly, computer vision algorithms based on neural networks will be developed. Cognitechna is currently focused on integrating these "smart" algorithms into embedded devices with limited power, input and size. The collaboration should bring innovations in terms of adapting and optimizing neural network algorithms for such devices to suit the required speed of processing (often in real time) for the task and with sufficient accuracy. The project will focus on heterogeneous computing platforms that combine different computing resources, thus opening up wider possibilities for optimizing algorithm calculation for a given platform.

Team members

Smrž Pavel, doc. RNDr., Ph.D. (DCGM) – research leader
Honec Peter, Ing., Ph.D. (UAMT)
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)