Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi,The hardware seems to support 16 bits activations, but this seems to not be usable according to the ST Edge AI documentation.We have a model where at a particular tensor between a Conv and Sigmoid, the precision loss due to the quantization cause ...
Hi, I'm opening this issue because I log data with STEVAL-STWINKT1B (battery-powered), and I haven’t been able to get the automode feature working as described in the QuickStart Guide. Here are the steps I followed:Formatted my SD card (SanDisk Extre...
Hello! I am working with the developer cloud to benchmark some models' inference speed in a controlled environment. It was working well for the STM32F746G-DISCO board until a couple of days ago, when it just kept saying that my model has a measured i...
Hi, I am trying to deploy a model onto the N6 disco board with modelzoo's github repo.I have trained my model and am now trying to deploy it to the board via running stm32ai_main.py.I get the following error log that I have not been able to solve on ...
Hello everyone,I have a GRU-based model that I trained using PyTorch and then exported to ONNX. I'm trying to run it on various ST boards.According to this documentation: ST Neural-ART Operator Supportit seems that the Neural-ART accelerator does no...
Dear ST team,I have followed the official tutorial:How to deploy YOLOv8/YOLOv5 object detection modelsand successfully built the deployment pipeline using Ultralytics yolov8n.pt.However, I’ve noticed a significant performance gap between my converted...
Hey,I'm using STEVAL-STWINKT1B to log data by inserting the SD card and pressing reset (I don't use BLE connection). It's powered by the battery.I was wondering if there's a way to set a specific logging frequency, like every 15 minutes? The reason I...
Hi, I am trying to deploy my fine tuned st_yolo .h5 model but I get this error when I run the stm32ai_main.py program:ValueError: Model provided has model identifier '→ ', should be 'TFL3' What am I doing wrong? thanks
1.I chose not to generate calls when generating code in cubemx, but it actually needs to be generated. Also, this cubemx is written in Java and always pretends to be dead. My computer is a high-end Intel i9, so it's impossible for the software to run...
Hi, I previously successfully trained an st_yolo model for the stm32h7 board using VSCode. I now got the N6 disco board and cloned the new github page for modelzoo.After running the stm32ai_mai.py program and having pointed the .yaml file to the corr...