onnxds
This project partially extends onnx by creating a dataset structure similar to tensorflow_datasets.
tfgen_dataset
This tool serializes datasets in tensorflow_datasets to onnx TensorProto objects. This aims to take all the benefits of datasets without relying on installing tensorflow and its dependencies.