Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hello,I am interested in implementing a static version of the NanoEdge AI Anomaly Detection for the ISM330ISNTR. That means I would like to us the trained knowledge from NanoEdge AI Studio for the library and not have to run a learning cycle after ea...
Hi everyone,I'm trying to integrate st_yolo_lc_v1_192 pretrained model to my project on STM32H750 MCU.I'm new to the framework and AI tech.I see the output shape is 12x12x30 which I know the 12x12 means there are 12x12 grids. What I don't know is the...
Hi, I have successfully ran and trained the models in modelzoo but I would like to use a larger model with yolov8 for higher resolution. It was mentioned in another post that yolov5 and above is not compatible with ST chips at the moment. In an...
Hi all, I am trying to benchmark a TCN (causal cnn)-model on an STM32u5, however, when using any of the AI-Tools (online, CubeIDE or CLI), the analysis step fails with the output: ST Edge AI Core v1.0.0-19894 INTERNAL ERROR: 'numpy.ndarray' object h...
Hello,I have a large .onnx model which, untouched, I am unable to run on my STM32 board. To tackle this problem, I wanted to quantize the model in order to decrease its size. I followed the official STM wiki (https://wiki.st.com/stm32mcu/wiki/AI:X-C...
Hi, https://www.youtube.com/watch?v=yuSVz3x9LzE&list=PLnMKNibPkDnG9IC5Nl9vJg1CKMAO1kODW&index=3Here in this demo, the training is done using train.py. And also if you run image_classification\src>python stm32ai_main.py config_file_examples\training_c...
Hello,I'm working with SensorTile (STEVAL-STLKT01V1) and using the AI-SENSING1 firmware. I would like to replicate the energy saving behavior I observed in the ALLMEMS1 firmware: it goes into shutdown mode after a period of no connection and can be r...
Hello,I am trying to implement a gesture recognition application.I am using 53L8A1 to collect data.And found out the model zoo supports Hand Posture using 2D CNN. In the model zoo is uses minimum distance, max_distance and background distance. Based ...
Hi all, I'm playing around with STM32H747I-DISCO eval board and the stm32ai-modelzoo demo. I've managed to train and evaluate a model with my custom dataset using the script in "image_classification\src\stm32ai_main.py" Now I'm struggling with the de...
Hi,I'm trying the STAIoT Craft platform and I'm having issues trying out the IoT Systems.So far I've tried cloning and deploying two samples:Smart Asset TrackingHuman Activity RecognitionThis is my setup:Google Chrome Version 130.0.6723.1 18 (Officia...
