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CNN / Fully Convolutional Network in Image classification

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Hello,
Are fully convolutional networks (FCN) good for image classification?
Is it possible to modify a pretrained CNN to get a FCN so that we will not be limited to the fixed size input of the 1st layer in the CNN ? And then apply fine-tuning to the FCN to resolve a classification problem ?
Thank you fot your help!!

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