ONNX for a safety related profile

The description of the Machine Learning model is a key element in the development cycle of a component. It serves as the interface between the design phase and implementation to ensure the replication of properties. Currently, ONNX does not fully address the needs for description in critical systems, which must include explicit and clear semantics, as well as a defined syntax. The creation of the working group highlighted the high-level elements necessary to describe a machine learning model, leading to the group’s integration into the ONNX community.