I believe there are 10 categories in the fashion-mnist dataset, and each category has 6000 samples in training set. You can switch sweater to t-shirt. (Or either “coat” or “pullover” is also feasible, but it might be difficult to train class 1, since there are a bit different to “shirt”.)