How-to tutorials

Here are some in-depth guides for Edge AI development on STM32:

STM32N6 (ST Neural ART NPU)

• Validate models on STM32N6 (NPU)
• Deploy models on STM32N6 (NPU)
• Deploy Ultralytics YOLO on STM32N6 (NPU)

Non-accelerated STM32

• Validate models on STM32
• Deploy models on STM32
• Install STM32 Model Zoo

Model quantization

• Quantize models with 16-bit activations (W8A16 Qmn)