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Where would I get an all african race database of images for training of gender prediction?

What are the best recommendations for an all african race databases for training of gender prediction? I want to have the best results scores because my target group will be mostly africans. Suggestions Please? I have already laid my hands on this one www.milbo.org/muct/ but it is a mixture of all several races.