You can download this dataset through HuggingFace datasets (which requires you to install the extra Vision packages with pip install datasets[vision]). Then you will be able to load specific parts of this dataset with:
from datasets import load_dataset
ds = load_dataset("ORG/REPO_ID", name="flsim") # or arcgis/bingmaps/ges/xplane
print(ds)