AI Application Packages

The AI “Getting Started” application packages are ready-to-run reference projects that show a complete edge AI use case, such as image classification, object detection, or audio event detection, running end to end on an STM32.

Each package ships as both a prebuilt binary you can flash in minutes to see live inference on the target, and as clear, well-structured C source code meant as a starting point for your own application.

Built on top of ST Edge AI Core and the ST model zoo, they let you swap in your own trained model and take full advantage of the hardware, including the Neural-ART Accelerator NPU on STM32N6.

The packages below are available on GitHub:

STM32N6

• Audio

• Image Classification

• Instance Segmentation

• Semantic Segmentation

• Object Detection

• Pose Estimation

• Multi Pose Estimation

• Hand Landmarks

• Face Landmarks

• People Detection Tracking

• Power Measurement

• H264 USB UVC

STM32U3

• Audio Event Detection