Boosting algorithms with keras

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Is there any way I can use boosting algorithms like adaboost with keras for ImageNet using CNN? Scikit learn has a number of such algorithms but it appears the inputs for these models are different in there. I have manually written a code for ensemble learning but algorithms like adaboost can improve the performance considerably.

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