The ipython book included in this repository extract features of pretrained Keras models. It removes last affine layer of models used for imagenet classifation of images. Output dimensions depends on model.
Use it as you wished.
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myaldiz/Keras_Feature_Extractor
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Keras Pretrained Models Feature Extractor
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