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How to choose the size of the input layer in CNN for object detection?

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Hi all,
I have collected a dataset for object detection the size of the images are 480x360. I want to know how to define the size of the input layer on my CNN so that I get the best result. does the input size layer influence the accuracy of my CNN?
Thanks in advance

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