Ground Truth - What is a ground truth sample?

Ground Truth refers to data that is presumed to be genuine and is utilized in the fields of statistics and machine learning. You have two pictures, for instance. Two pictures, one of a dog and the other of a cat. As humans, we can tell many animals apart, thus we know this to be true.