Add support for webdataset

[faroit]

Using Webdataset is a great way to speed up the training pipeline and also makes it convenient to share and download achieves of datasets (e.g. by uploading to Zenodo).

Addressing this issue should involve:

• a method to write webdataset tar files using the gbif_dl.io method.
• a torch dataset class/pipeline to parse the dataset.