Figure 6

Class imbalance across dataset for federated training set and centralised testset. The crops are sorted from highest number of pixels in entire dataset to smallest. The first 20 classes plus the background class are shown. When 10 classes are used in models, the smallest 10 out of 20 classes are merged into the background class.