The ML embedded evaluation kit became open-source! The project uses well known neural network models, runs them on an Arm Cortex-M55 and Arm Ethos-U55 system and provides performance metrics of the application execution. The available applications are image classification,keyword spotting, automated speech recognition and anomaly detection.
Details about the project can be found at https://review.mlplatform.org/plugins/gitiles/ml/ethos-u/ml-embedded-evaluation-kit
If you have any question about the evaluation kit, feel free to post them in this forum.