ONNX.jl is in the process of a total reconstruction and currently supports saving & loading graphs as a Umlaut.Tape. When possible, functions from NNlib or standard library are used, but no conversion to Flux is implemented yet. See resnet18.jl for a practical example of graph loading.
Not all ONNX operators are implemented. See How to contribute for details of adding new operators.