Angles on the videos?

We are working on recording videos to create our dataset, and we are unclear on what types of videos to record. Are we supposed to record multiple angles and lighting conditions in one video, or leave the object in the same conditions the entire time? Will this not just capture multiple identical frames? In addition, how many videos should we upload to create an accurate data set.

This should help: