Dataset large source images

I am building a detection model for bird eyes that will be used on images in the 50-60 megapixel range. My source images are also this size. Often the eyes are a very small part of the entire image. Should I be cropping to a fixed size, such as 640x640, before importing the images into the roboflow dataset?

Many thanks, Rory