Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hi, Our team was working on training Deep Learning models for a specific business requirement. We ran into an issue with our training data as it's biased toward our region (as we collected local data). Does ST offer Data Collection services that can ...
Hello, I'm Alessandro and I'm developing a new application based on LIS2DUX12.I'm using this hw tools: STEVAL-MKI238AA, X-NUCLEO-IKS01A3 + NUCLEO-F401RESW: Unicleo-GUI, UnicoI would ask you if it is possible to decide for which output value of MLC1 d...
Hello, Hello,I plan to use the VL53L5CX ToF sensor in the machine learning core in lsm6dsv16x. is it possible to use the VL53L5CX as en external sensor instead of magnetometer. Besides, may I use two external sensor in machine learning core( one wil...
Hello,I am doing a project for fall detectino using the MLC in the LSM6DSOX. However, i noticed that the output of the sensor for the accelerometer show values on the 1000 mg range for the z axis. I would like to calibrate the sensro but the only way...
In the TensorFlow model optimization docs they talk about reducing model size with weight pruning and weight clustering. Will either of these techniques help reduce my flash requirements for running my model using the STM AI tools?I've been experimen...
The STM32CubeMX AI tool has an option to compress a model. Is there any way to get compression to work on an quantized model? I'm guessing the answer is no because when I try with a .tflite or .onnx model it complains that only float or double is sup...
Hi,I'm trying to analyze my ONNX model (converted from PyTorch) in STM32 X-CUBE-AI version 8.1.0. But it shows this error: NOT IMPLEMENTED: Unsupported layer types: Expand.I can't find a solution on Google. What do I need to do to analyze/import my m...
Hello,I want to deploy a AI model on B-U585I-IOT02A board. I'm using the X-Cube-AI plugin for that. Since my model is not able to run on internal flash and RAM, I have selected to use external FLASH and SRAM (from advanced settings in X-Cube-AI). The...
