This dataset is a subset of Kaggle's Google Landmark Recognition 2021 competition with only the categories with more than 500 images.
https://www.kaggle.com/competitions/landmark-recognition-2021/data
The dataset consists of a total of 45579 224x224 color images in 51 categories.