Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Do we need to use stm32 ODE hardware every time fro programming the ISPU?. If no, how can i flash the program in to ISPU?. Since ISPU have 40 kB RAM do we need to write program every time in to RAM while booting ?https://www.st.com/content/st_com/en/...
I'm trying to convert the BirdNET-Analyzer (https://github.com/kahst/BirdNET-Analyzer/tree/main) model to run on a STM32U5A5. However, both the TFLite and STM32Cube.AI MCU Runtime fail.The TFLite runtime fails with: Operator REDUCE_MIN not supported ...
Hi @matteo_ronchi I am using the STEVAL-MKBOXPRO development board with the FP-SNS-DATALOG2 software V2.2.0, and i already checked that i have all the right versions of st_pnpl v2.3.0st_dtdl_gui v2.3.0st_hsdatalog v3.3.0 However, i am still getting...
I am working on integrating the NanoEdge library into my STM32 Project using Keil IDE V5, I have been provided with the .a fie for NanoEdge library, but i am not entirely sure how to propoerly link it to my project.could anyone provide a step by step...
Hello everyone,I’m trying to run a model on an STM32 MCU with Neural-ART using the ST Edge AI Developer Cloud.The final model includes GRU layers, but when I attempt to quantize and then optimize it, I encounter issues. To debug this, I created a min...
Hello!I am using CubeAI (version 9.1) to generate code for running an ML model on a microcontroller.When I generate the code with CubeMX using my .keras model, there are no compilation issues, and it runs perfectly.However, when I generate the code ...
I am working on deploying a 1D CNN model on an STM microcontroller using STM32CubeMX with the X-CUBE-AI package to convert the TensorFlow Lite model into C code. While testing the model, I noticed significant discrepancies in predictions: On Laptop: ...
Hello,I am facing some strange errors when trying to analyze any TFLite model. The errors are occurring in the following situations:Situation 1: STM32Cube.AI MCU RuntimeWhen analyzing a TFLite model, it fails and shows an error message: "TOOL ERROR: ...
I'm trying to make a snoring detector embedded on stm32wb55 dk board but everytime I encounter an inference unsuccessful :\ to be precise, the returned error looks like that input size or dimension is wrong.this is the code that I am running #include...
Hi, I have a STEVAL-STWINKT1B that I am using to log data into my PC with HSDPython_SDK. How can I set the accelerometer range (for example IIS3DWB to 16g)? Regards, Ivan