What should the labeling of data and data look like?

[zhouhao-learning]

Hello, I want to detect and split the two types of objects, plus the background is actually three categories, but I don't know what kind of data annotation file should look like. Can you provide some examples of data and annotations? Or tell me where can I download this multi-class detection split data set? Thank you