STMicroelectronics ST Edge AI Suite Software & Products

STMicroelectronics ST Edge AI Suite is a collection of tools for integrating edge AI features in embedded systems. The suite supports STM32 microcontrollers and microprocessors, Stellar automotive microcontrollers, and MEMS smart sensors, and includes resources for data handling and artificial intelligence (AI) model optimization/deployment. Users will also find educational insights and real-world case studies to simplify the design journey.

STMicroelectronics ST Edge AI Suite is your go-to place for AI on STM32, listing both hardware and software solutions. The comprehensive collection of free software tools accelerates embedded edge AI application development and deployment. The suite provides a complete AI workflow covering data collection, model development, optimization, validation, and deployment across STM32 microcontrollers, STM32 microprocessors, Stellar automotive microcontrollers, and MEMS smart sensors. The ST Edge AI Suite integrates seamlessly with industry-standard frameworks, including LiteRT (aka TensorFlow Lite), Keras, and ONNX, enabling developers to bring models or leverage pre-trained ones from the ST Edge AI Model Zoo.

The ST Edge AI Suite tools and resources offer extensive hardware acceleration support for AI across STMicroelectronics products, from sensors to microcontrollers and microprocessors, so users can choose the ideal platform tailored to specific use cases. All tools provide cross-platform support for Windows^®, macOS, and Linux^®.

Tools

ST Edge AI Core - STEdgeAI-Core | Software - STMicroelectronics
- Automatic conversion of pretrained models to optimized C code
- Unified API (CLI) for all of your ST products
- Support for FLOAT32, INT8
- Supports mixed quantization
STM32Cube.AI - X-CUBE-AI | Product - STMicroelectronics
- STM32CubeMX plug-in to convert pretrained models to optimized C code
- Graphical configuration and automatic code generation
- Based on ST Edge AI Core technology
NanoEdge AI Studio - Download NanoEdge AI Studio - STMicroelectronics - STM32 AI
- Automatic generation of optimized ML libraries
- Anomaly detection, classification, and regression support
- Small memory footprint

ST Edge AI Developer Cloud - Home - ST Edge AI Developer Cloud
- Free online edge AI benchmarking tool
- Remote access to a physical STM32 board farm for actual performance measurement
- Layer-by-layer execution metrics and profiling reports
STM32 Model Zoo - Edge AI Tools - STMicroelectronics
- Large collection of application-oriented models ready for re-training
- Scripts to easily retrain any model from user datasets
- Application code examples automatically generated from the user AI model
Additional tools
- High Speed Data Log Tool for simplified data acquisition - STDATALOG-PYSDK | Product - STMicroelectronics
- Stellar Studio AI for automotive microcontrollers - StellarStudioAI | Software - STMicroelectronics
- X-LINUX-AI for STM32MP1/MP2 microprocessors - X-LINUX-AI | Product - STMicroelectronics
- MEMS Studio for smart sensors - MEMS-Studio | Software - STMicroelectronics