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:

Ryzen-based computer on module
Altron Arrow AI & ML
SolidRun announced the launch of its new Ryzen V3000 CX7 Com module, configurable with the eight-core/16-thread Ryzen Embedded V3C48 processor.

Read more...

---

What is an NPU?
AI & ML
A neural processing unit is a specialised hardware accelerator designed to efficiently process tasks related to artificial intelligence, in particular deep learning models.

Read more...

---

Low SWaP SoM for AI applications
RFiber Solutions AI & ML
Matchstiq’s G20 and G40 are low SWaP-C SDRs tailored for AI and ML applications by combining an RF module, SDR, FPGA, CPU, and GPU into a single transceiver platform.

Read more...

---

Powering the intelligent edge
EBV Electrolink AI & ML
STMicroelectronics released new devices from the second generation of its industrial MPUs, the STM32MP2 series, to drive future progress in smart factories, smart healthcare, smart buildings, and smart infrastructure.

Read more...

---

A perfect match for next-gen computing
Vepac Electronics AI & ML
Teguar’s collaboration with Hailo marks a significant step forward in their mission to provide powerful and reliable computing solutions for a wide range of industries.

Read more...

---

High-performance low SWaP SDR
RFiber Solutions AI & ML
The Matchstiq X40 from Epiq is a high-performance low SWaP SDR optimised for AI and ML and the RF edge.

Read more...

---

AAEON introduces Amston Lake to processor options
Vepac Electronics AI & ML
Embedded computing company AAEON has launched the PICO-ASL4 and GENE-ASL6, both featuring the new Intel Atom x7000RE processor series for the edge.

Read more...

---

Protecting rhinos with a tech shield
AI & ML
HYDRA provides instant data creation, and aggregates data from drones, cameras, sensors, and mobile apps to provide a comprehensive picture of what’s happening across these large landscapes.

Read more...

---

Avnet Silica launches new AI microsite
Avnet Silica AI & ML
Avnet Silica has developed a new AI microsite where visitors can discover a plethora of AI/ML resources, including technical articles, webinars, and podcasts.

Read more...

---

Embedding AI into your next project?
Altron Arrow AI & ML
ST has collated all its AI tools into one resource, the ST Edge AI Suite, and includes free design tools, case studies, and other resources to accelerate AI development into embedded systems.

Read more...

---