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Train a classifier to detect objects based on its form and colors

Hello Everyone!

I'm trying to create a birds classifier, based on shape and colors of the birds. In the examples that I found, the haar classifier does not consider the colors in the training, only the shape. My question is: How can I create a haar classifier that detect birds based on shape and colors of the birds? It is important to say that the classifier must distinguish the different types of birds, based on its shapes and colors. There are kinds of birds that have the same or very similar form, but the colors are different, and based on color difference that the classifier must recognize what kind of bird it is.

Thank you! Renan Rosa