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Convolutional Neural Networks (CNN, also called ConvNets) are a tool used for classification tasks and image recognition. The name giving first step is the extraction of features from the input data.

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Keras Applications - using images larger than the default size

I would like to use eg Xception network with default input size 299x299, but my images are 450x600. Are there any other options besides cropping and subsampling ?
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