what we're gonna be seeing about a test time for example taking images of mushrooms and dogs and singer is structuring it into the likewise these these five way Wangchuk classification problems doing this for many different other image classes training a training or networked in order to perform these types of things across these training classes such that an evaluation is able to solve the problem on the top with held out classes and this is an example that's specific to image classification and we're gonna be coming back to this