STM32Cube.AI upgraded to version 8
29 March 2023
AI & ML
STM32Cube.AI is a free tool for Edge AI developers that allows for the optimisation and deployment of trained neural network models from the most popular AI frameworks on any STM32 microcontroller. The tool is available via a graphical interface in the STM32CubeMX environment as well as in command line. This tool is now also available online in the STM32Cube.AI Developer Cloud.
The recently released version 8 introduces support for the ONNX Tensor-oriented file format (QDG). The following embedded AI frameworks have also been updated:
• TensorFlow 2.11.
• Keras.io 2.11.
• ONNX Runtime 1.12.1.
For deployment, either a trained neural network model can be loaded, or a model can be chosen from the STM model zoo, which is a collection of pre-trained ML models that are optimised to run on STM32 MCUs. The zoo is a resource available to anyone via GitHub, which allows developers to add AI capabilities to projects.
Further reading:
NXP has expanded its MCX A Series
Altron Arrow
AI & ML
NXP has significantly expanded its MCX A Series of Arm Cortex-M33 microcontrollers, doubling the portfolio with six new families aimed at industrial and IoT edge applications.
Read more...
AI-ready embedded SBC
AI & ML
The new Grinn GenioBoard SBC provides a production-ready implementation of a powerful eight-core MediaTek processor, backed by high-speed interfaces, a Linux distro, and CRA-ready security software.
Read more...
Alif Semiconductor elevates generative AI at the edge
AI & ML
Developers can now use the ExecuTorch Runtime for AI applications built to run on its Ensemble E4/E6/E8 series of MCUs and fusion processors.
Read more...
Questing for the quantum AI advantage
Editor's Choice AI & ML
Two quantum experts disclose high hopes and realities for this emerging space.
Read more...
How a vision AI platform and the STM32N6 can turn around an 80% failure rate for AI projects
Altron Arrow
AI & ML
he vision AI platform, PerCV.ai, could be the secret weapon that enables a company to deploy an AI application when so many others fail.
Read more...
Infineon’s OPTIGA for more secure AI and ML models
Future Electronics
AI & ML
Infineon Technologies provides its OPTIGA Trust M security solution to Thistle Technologies for embedded computing products.
Read more...
Altron Arrow introduces GX10 supercomputer
Altron Arrow
AI & ML
Powered by the NVIDIA GB10 Grace Blackwell superchip, this is desktop-scale AI performance previously only available to enterprise data centres.
Read more...
Photonic chip to slash AI energy consumption
AI & ML
Arago, a Paris and Silicon Valley-based deeptech startup pioneering a new class of energy-efficient AI chips powered by light, has raised $26 million in seed funding to accelerate the commercialisation of its photonic processor.
Read more...
Exploring AI
AI & ML
Powered by an ESP32-S3 MCU with 512kB SRAM and 16MB Flash, the Unihiker K10 features a vibrant 2,8-inch colour screen, built-in Wi-Fi and Bluetooth 5.0, and a 2-megapixel camera.
Read more...
Empowering innovation with ST’s AI processors
Altron Arrow
AI & ML
Artificial intelligence is no longer just a futuristic concept – it is here, and it is transforming industries at an unprecedented pace.
Read more...
printer friendly version