Original title:
Rozpoznávání osob podle obličeje v nefrontálních pozicích
Translated title:
Face Recognition of Persons in Non-Frontal Positions
Authors:
Horvát, Jozef ; Orság, Filip (referee) ; Goldmann, Tomáš (advisor) Document type: Master’s theses
Year:
2023
Language:
slo Publisher:
Vysoké učení technické v Brně. Fakulta informačních technologií Abstract:
[slo][eng]
Táto práca sa zaoberá vytvorením modelu schopného rozpoznávania osôb podľa tvári na~obrázkoch v nefrontálnych pozíciách. Riešenie stavia na algoritme ArcFace a využíva anotácie uhlov naklonenia a natočenia tváre.
This thesis deals with the creation of a model capable of recognizing people from faces in~images in non-frontal poses. The solution builds on the ArcFace algorithm and uses annotations of tilt and rotation angles of the face.
Keywords:
ArcFace; convolutional neural network; face recognition; Keras; machine learning; non-frontal recognition; TensorFlow2
Institution: Brno University of Technology
(web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library. Original record: http://hdl.handle.net/11012/211907