Edge AI

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E010(InvalidModelError): Couldn't load Keras model

 I want to deploy a model I've trained on my STM processor using STM32 Cube AI, but I am encountering some issues. Could someone with experience in this area assist me? I don’t see any obvious issues in my model, but there could still be something wr...

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AI_I by Associate II
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Resolved! INTERNAL ERROR: Value of zero not correct

Hello, everyone! I'm learning to deploy my target detection model using cubeai. My model is trained using pytorch and I found that cubeai doesn't support .pth file conversion so I'm trying to convert my model to onnx format. Since the size of my mode...

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Validation on Target can't get my device

I'm a senior student majored in AI before and recently bought an STM32H743VIT6 to experiment with Edge AI. I haven't had any experience with embedded systems before. My ports seem to be missing, but CubeProgrammer successfully found my device through...

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Zilliax by Associate
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Deploying tensorflowlite object detection model

Hi, I am using STM32F746G Discovery Board to deploy an object detection model to detect person in an image. The model size of the object detection model is less than 1Mb. The implementation would be like to make an inference in the microcontroller li...

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X-CUBE-AI issue with other peripherals hanging

Hi everyone,I'm currently working on a project that involves implementing Edge AI using the X-CUBE-AI software package within STM32CubeIDE. After adding the AI model, which requires 44 bytes of RAM and generating the necessary code, We encountered a ...

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Jf.1 by Associate II
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ROM overflowed with over 3000 kB tflite models on ISPU

I am testing a tflite model on the ISPU, using the following hardware:NUCLEO-F401RE + X-NUCLEO-IKS4A1I downloaded the x-cube-ispu repo and imported the template_stedgeai example to STM32CubeIDE. Finally i generate the network library with:  stedgeai ...

konaukko by Associate
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  • 1 replies
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IMU Simulation

Hi All,I am looking at a similar kind of https://www.aceinna.com/openimu simulator for inertia measurement(accelerator, gyro, magneto meeter) for character recognition.I did search in this forum https://community.st.com/t5/mems-sensors/is-there-any-s...

vkosuri by Associate II
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  • 4 replies
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Resolved! Does STM32MP257F-EV1 have AI ability?

I bought a STM32MP257F-EV1 board, but on the board UM, I can not find any description about AI/NN, I checked the STM32MP257F data sheet, it does support the AI/NN, so I am confused, if I can deploy the AI model on the EVB?