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

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