I am trying to build an application to count objects in satellite imagery e.g ships or cars outside a supermarket.
Now, the labeled dataset that I have contains images of 80x80 px windows of imagery and labels if the object is present in the image or not e.g ship or no-ship. I was able to build a good classifier using the dataset.
Now, to count the no. of objects, I can divide the image into windows and count the no. of windows with the object. I want to know if there are better alternatives.
What do you guys think? Let me know should you need more details on the problem.