Teaching computers to distinguish between male and female faces is a ticklish problem.
Chellappa et al's 1995 review discusses the facial recognition methods used until the mid 1990's, which had limited success.
Moghaddam et al (2000) got better results on low resolution thumbnails with their Support Vector machines (SVM) than human test subjects
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