Authors
Ingus Janis Pretkalnins, Arturs Sprogis, Guntis Barzdins
Publication date
2022
Conference
COMPLEXIS
Pages
71-78
Description
We devised a probabilistic method for adding face recognition to the neural network model CLIP. The method was tested by creating a prototype and matching 1000 images to their descriptions. The method improved the text to image Recall@ 1 metric from 14.0% matches for CLIP alone to 21.8% for CLIP+ method, for a sample size of 1000 images and descriptions.
Scholar articles
IJ Pretkalnins, A Sprogis, G Barzdins - COMPLEXIS, 2022