Deep Learning, Materials Science, Metric Learning, Data Science, Editors Pick.
generally treat under 100 classes; otherwise, the accuracy lowers. Over 5,000 classes, we usually switch the problem from learning the criteria differentiating each class to learning to the evaluation metric to measure the similarity of samples. This is so-called metric learning. This works very