Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi!It might be a *** beginners question but I'm quite lost...I'm trying to deploy my .ONNX model on my new NUCLEO-N657X0-Q board. The MCU on it STM32N657X0H3Q, seems to have 4Mb of RAM and no flash, and my model is calculated as 2.71 MB of flash memo...
Hello,I'm following the instructions here: https://github.com/STMicroelectronics/stm32ai-modelzoo-services/blob/main/object_detection/docs/README_DEPLOYMENT_STM32N6.md after creating a virtual environment and installed all the packages from requireme...
hi,all. I used “best_saved_model/best_integer_quant.tflite” to perform inference on the PC,it's looks success!tflite_model = YOLO("/home/alientek/best_saved_model/best_integer_quant.tflite") # Run inference results = tflite_model("/home/alientek/han...
this is issue when i porting yolov11 to stm32mp257. # Reading input image input_width = input_tensor_shape[1] print(input_width) input_height = input_tensor_shape[2] print(input_height) input_image = Image.open(args.image).resi...
I porting yolov11 model to stm32mp257. and The target detection model I use ,The output tensor is a combination of [1x7x8400] and [1x4x8400]. [1x7x8400] should be our classification because I have set 7 categories, and [1x4x8400] should be our positi...
I tried to use YOLOv8n instead of YOLOX in the people detection and tracking project. However, after modifying the related files (app_config.h, postprocess_conf.h, and main.c) and generating the model weights for YOLOv8n, the people detection and tra...
I’m currently trying with the STM32N6570-DK board using the ST Edge-AI v2.2.0I would like to know whether a lightweight Transformer model (for example, a small Vision Transformer or a minimal Transformer encoder) can be successfully converted and exe...
Dear STM Community,I want to run Yolov8 object detection model from ST Model ZOO. I try to change STM32N6-GettingStarted-ObjectDetection from Yolo Tiny to Yolov8. I changed app_config.h:#define USE_DCACHE /*Defines: CMW_MIRRORFLIP_NONE; CMW_MIRRORFL...
Hello,I have been trying for several weeks to run the Getting Started Object Detection demo from the STM32 GitHub repository.I followed both the GitHub and all the steps from the official guide:“How to run AI models from model zoo on STM32N6” by @B....
Hello,I am new to the STM32 world and have got access to the STM32N657X0 Nucleo board. I have followed the tutorial from STM about getting the NPU running. Link. However I have faced mutliple issues.When I generate the code from CubeMX, the SystemIso...
