![]() ![]() “By abstracting the entire ML development process with a powerful and easy-to-use graphical user interface, Qeexo AutoML enables rapid build, test, and deployment of ML models to Arm Keil MDK allowing embedded and IoT developers to harness the power of ML as they build new solutions on Arm.” “As machine learning (ML) becomes increasingly prevalent in embedded and IoT, it’s critical that we empower embedded software developers to navigate this new area and continue to innovate,” said Reinhard Keil, senior director, embedded technology, Arm. Qeexo AutoML streamlines intuitive process automation, enabling customers without precious ML resources to design Edge AI capabilities for their own specific applications. It generates metrics for each (accuracy, memory size and latency), so that users can pick the model that best fits their unique requirements. Qeexo AutoML provides a no-code environment, enabling data collection and training of different machine learning algorithms, including both neural networks and non-neural-networks, to the same dataset. The integration encapsulates the ML model into the Arm Keil IDE using the CMSIS-Pack mechanism for running the final custom binary application on an Arm Cortex based MCU. Qeexo AutoML’s integration for Arm Keil MDK supports seamless, streamlined, end-to-end embedded machine learning development workflows, enabling integration of output libraries from Qeexo AutoML. The Qeexo AutoML platform requires an incredibly small memory footprint, making it optimal for applications in industrial, IoT, wearables, automotive, mobile, and other highly constrained environments. The platform allows customers to leverage sensor data to rapidly build and deploy machine learning solutions. ![]() The Qeexo AutoML platform supports a wide range of machine learning algorithms and is designed for lightweight Cortex-M0 to -M4 class processors with ultra-low latency and power consumption. TDK Corporation (TSE 6762) announced the availability of the first automated ML platform integration for Arm Keil MDK from Qeexo, a TDK group company. Qeexo AutoML automatically builds machine learning solutions optimized for ARM processors.Qeexo AutoML enables end-to-end embedded machine learning and development workflows with QeexoAutoML and Arm Keil MDK.TDK’s new group company Qeexo launches AutoML for Arm Keil MDK.
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