Computer Vision application to enable the deployment of object detections models on STM32N6570-DK board.
This application is prebuilt with a multi pose estimation model "YOLOv8 pose model".
- Multi-threaded application flow (FreeRTOS)
- Tracking and box/keypoints filtering
- NPU accelerated quantized AI model inference
- Dual DCMIPP pipes
- DCMIPP crop, decimation, downscale
- LTDC dual-layer implementation
- DCMIPP ISP usage
- Dev mode
- Boot from External Flash
| Name | Version | Release notes |
|---|---|---|
| STM32Cube.AI runtime | 11.0.0 | release notes |
| Camera Middleware | v1.5.0 | release notes |
| lib_vision_models_pp Library | v0.13.0 | release notes |
| tracker | v1.0.1 | release notes |
| post process wrapper | v1.0.9 | release notes |
| CMSIS | V6.2.0 | release notes |
| STM32N6xx CMSIS Device | V1.3.0 | release notes |
| STM32N6xx HAL/LL Drivers | V1.3.0 | release notes |
| STM32N6570-DK BSP Drivers | V1.3.0 | release notes |
| BSP Component aps256xx | V1.0.6 | release notes |
| BSP Component Common | V7.3.0 | release notes |
| BSP Component mx66uw1g45g | V1.1.0 | release notes |
| BSP Component rk050hr18 | V1.0.1 | release notes |
| FreeRTOS kernel | v10.6.2 | release notes |
| Fonts Utility | V2.0.3 | release notes |
| lcd Utility | V2.2.0 | release notes |
| ai fsbl | v1.4.0 | release notes |
- Update STEdgeAI to
v3.0.0(incl. STM32Cube.AI runtimev11.0.0) - Update Camera Middleware to
v1.5.0adding support for VD1943 camera - Update lib_vision_models_pp to
v0.13.0 - Update post process wrapper to
v1.0.9 - Update STM32Cube_FW_N6 to
V1.3.0 - Provide single, combined prebuilt binary instead of three binary files to simplify programming procedure.
- Update STEdgeAI to
v2.2.0(incl. STM32Cube.AI runtimev10.2.0) - Update lib_vision_models_pp to
v0.10.0 - Update post process wrapper to
v1.0.7 - Update Camera Middleware to
v1.4.3 - Update STM32Cube_FW_N6 to
V1.2.0
- Add tracking and filtering
- Replace Threadx by FreeRTOS
Initial Version