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Implementing custom post processing for different models

Hi,Is it possible to add the custom post-processing function in the middleware of the object detection application https://github.com/STMicroelectronics/stm32ai-modelzoo/tree/main/stm32ai_application_code/object_detection?Thanks! Reply  

E801(HwIOError): Invalid firmware - COM2:115200

I am currently having an issue with flashing my neural network (saved as a .tflite model) to my Nucleo-L476RG board. I am able to analyze the model successfully, but when I select, "Validate on Target", I receive the error message below: E200(Validat...

Pitt_Engineer_0-1708994417414.png Pitt_Engineer_1-1708994428211.png

Problem with LSTM from pytorch.

Hi,I am trying to deploy a network based on LSTM created with pytorch. The model is analysed correctly but validation on Desktop gives the following error: LOAD ERROR: exception: access violation reading 0x0000000000000004 In the MCU a hardfault rais...

ASalc.1 by Associate III
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IOC file for Image Classification of Model Zoo

Does anyone knows how to open  the .ioc file of Image classification example from Model Zoo? Where is the location of this ioc file as I couldn't found it and is there anyway for me to obtain the ioc file? Thanks

chew by Associate III
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INTERNAL ERROR: Inconsistent in/out tensor shapes

Hello, I tried to convert my model using STM32Cube.AI Developer Cloud and on my pc STM32Cube AI at CubeMx. However, I got following error from stm32ai. Then I debug model with netron and realize that sizes are not matching with stm32ai library. How c...

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Build error after integrating Cube AI project

Hello,I am developing an AI classification model based on LSM6DSOX sensor data. Before adding the X-CUBE-AI software pack to Cube IDE, I was firstly developing the data acquisition code with the driver from X-CUBE-MEMS1, which I managed to do. After ...

How to modify the generated code from AI Developer Cloud?

I uploaded my ONNX model, and using the AI developer cloud, I downloaded the result as STM32CubeIDE Project. I successfully deployed it on the NUCLEO-F401RE board and I can see the analysis of the model on the terminal using Putty. Now, as the next s...

luck by Associate
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  • 1 replies
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Debugging problem

Hello, I generated the C-code for my AI model using Cube AI, and I'm struggling with how to correctly set up the function calls and everything to initialize & run my model on Cube IDE. I made these first lines to verify if the returns were working fi...

stm32ai INTERNAL ERROR: list index out of range

I have a DB (Differentiable Binarization) model exported to ONNX, and I quantized it with onnxruntime using the code below:```dr = DetDataReader(calibration_dataset_path, input_model_path) # Fake images as I'm just attempting to measure the memory us...

Mai1 by Associate
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  • 5 replies
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Want to deploy TFLM library on STM32L562E

Hi,Currently, I want to use TFLM library to do the inference rather than Cube.AI. For me, what I am doing is:1. download the latest tflm library2. build it with commands: "make -f tensorflow/lite/micro/tools/make/Makefile TARGET=cortex_m_generic TARG...