code for reproducing results reported in Section 4.3 in paper:
Gender and Ethnicity Classification based on Palmprint and Palmar Hand Images from Uncontrolled Environment, International Joint Conference on Biometrics (IJCB), 2020.
by Wojciech Michal Matkowski, Adams Wai Kin Kong
preprint paper can be found on arXiv here
The gender labels are in NTU-PI-v1-gender.csv file.
run
launch_experiment1.py
you can select:
networks, repetitions, imgType
the results and partial results will be saved. Note that the code may run for few hours because there are 5 repetitions and 5 networks trained.
To obtaind NTU-PI-v1 database check here