Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Dear support-team,I've encountered quite some problems when loading a pre-trained Pytorch mobilenetv2 model in Xcube-AI. I have tried the following with the app stm32ai located in the installation repository of X-Cube-AI/7.0.0. torch fp32 --> onnx_fp...
I've followed the example on Embedded Inference Client API. However when I run the model I get the error code 23 and type 19 which is the AI_ERROR_CODE_INVALID_FORMAT.I've checked the type with the following code and both the input and output return ...
I've been working with the Cube AI package recently and I think it is amazing and has got soo much potential. I find for most ML it is done on a computer or cloud but STM has given us another approach that I think will work very well. My issue with C...
Hi,When I try to load the Validation Template from de .ioc inside the IDE or from CubeMX the software gets stuck.A small window which says "Please wait, configuring [...]" appears and dissapears. After some minutes, an out of memory error occurs.The ...
Hi,I am using Stm32cubeide for creating a tinyml project for sinewave-tensorflow example. For this I used xubeAI software manager and loaded my tflite file with stm32Ai runtime.In the main file I am facing issue when I run the following initialisatio...
I am using the STM32L476RG with its respective NUCLEO board. I want to experiment with object detection and edge ML on this device so I am using STMCube AI package. I want to use the efficientdet/lite0/detection quantization-trained model but when I ...
Hi,I've made a custom board where I followed the schematics of the STM32H747I-DISCO board. Instead of the stm32h747 I use the stm32h743 microcontroller, because of the availability. I'm working on the 'FoodReco' project and modified it to my needs (c...
Hi, I have installed STM32 cube IDE and the latest version of CUBE AI software pack to convert a pretrained neural nework implemented and trained with Keras/TF. After creating a project, when I try to add a network from a saved model.h5 from the file...
I'm trying to build a .npz file with multiple input and output data.I achieved to add just one input and output using this code:np.savez('STM32TestData.npz', m_inputs_1=input_1, m_outputs_1=output_1, ) This works fine, but just one p...
Hello All,I was wondering whether the 'People counting' example (in FP-AI-VISION1's function pack of ST32H747-DISCO) can be re-trained for custom images. For example, I want to detect the position of an object (let's say a cat) in an image using the ...