Add an introduction section for the iNaturalist dataset.
@@ -84,6 +84,14 @@ Datasets include:
client. There are 9343 clients, each with at least 5 examples. The dataset
can be split into train and test groups either by clients or by examples.
+* [**iNaturalist**](https://www.tensorflow.org/federated/api_docs/python/tff/simulation/datasets/inaturalist/load_data)
+ A dataset consists of photos of various species. The dataset contains
+ 120,300 images for 1,203 species. Seven flavors of the dataset are
+ available. One of them is grouped by the photographer and it consists of
+ 9257 clients. The rest of the datasets are grouped by the geo location where
+ the photo was taken. These six flavors of the dataset consists of 11 - 3,606
+ clients.
+
## High performance simulations
While the wall-clock time of an FL _simulation_ is not a relevant metric for
