Image set annotation service/reference needed

Hi all,

I am thinking of building an AI-related app for learning and hopefully commercial distribution if accuracy is good.

However, I need some pointers on how can I get data. I need images (with standardized sizes) along with co-ordinates for bounding box predictions. Does anyone know how people manage to get the dataset built up? Any reference is appreciated.