Product Details
V4: MMR algoritmy adaptované pro Latinsku Ameriku
Created: 2023
English title
V4: MMR algorithms adapted for Latin America
Type
software
License
In order to use the result by another entity, it is always necessary to acquire a license
License Fee
The licensor requires a license fee for the result
Authors
Juhas Miroslav, Ing.
Honec Peter, Ing., Ph.D. (UAMT)
Klobušníková Zuzana
Fučík Otto, doc. Dr. Ing. (DCSY)
Šustek Jiří
Ševčík Václav, Ing.
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
Juránek Roman, Ing., Ph.D. (DCGM)
Nosko Svetozár, Ing., Ph.D. (DCGM)
Honec Peter, Ing., Ph.D. (UAMT)
Klobušníková Zuzana
Fučík Otto, doc. Dr. Ing. (DCSY)
Šustek Jiří
Ševčík Václav, Ing.
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
Juránek Roman, Ing., Ph.D. (DCGM)
Nosko Svetozár, Ing., Ph.D. (DCGM)
Keywords
MMR, Model and Make Recognition, Traffic Counter, Convolutional Neural Network, ResNet, High Precision, Brazil, South America
Description
A software module for visual vehicle classification, MMR (Model and Make Recognition), operating with high accuracy based on neural networks (CNNs) and adapted to the appearance of Latin American vehicles thorugh re-training exploiting Latin Americal data set of vehicles. It can be used both as a complement to classification algorithms in WIM systems and as an independent non-intrusive vehicle counter and classifier based on a camera system.
Location
Podléhá obchodnímu tajemství
Projects
WIM Latin America, EU, OP PIK - Aplikace, EG20_321/0025242, 2021-2023, running
Research groups
Computer Graphics Research Group (RG GRAPH)
Departments