this is also a big big problem because obviously label data is so important for achieving this great performance but at the same time label data is scarce right data we have a lot of it we have data lakes and data warehouse is full of data but actually getting the labels that you need for solving your specific problem that's something that's usually not existent of course at that point you could argue well you know if I don't have these labels I can just label it by myself I can sit down on my desk look look through these images of cats and