I have images of the size ~7000x~5000 and the object size is about 64x64 pixel. I want to apply the object detection model to these images. What will be the best approach to do it? As the object detection model does not support this size also I think it will not be a good idea to resize the image in a smaller size. Can I use ~7000x~5000 as an input size to the object detection model or need to divide the
image into patches?
here is the example of image: https://drive.google.com/file/d/1XVco-j9bEO5MoSh-T1p3wYPiRKm7R1o0/view?usp=sharing