Classification of Race: Summary


While the classifier is still not perfect, it is a dramatic improvement over the initial result!

 

The Key :

Augmenting the training data with synthetic faces.

 

Best Result for Original Training Data
Best Result for Augmented Training Data
   
Asian 0%
Black 13%
Hispanic 0%
White 97%

(Neural Network)

Asian 69%
Black 47%
Hispanic 0%
White 85%

(Multi-Class GLD)

 

 

 

 

Back
Contents
Next