Edge AI

Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.

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Forum Posts

STM32Cube.AI Max File Size

When using the STM32Cube.AI online tool to benchmark chips for running a neural net the max file size is limited to 32MiB. I have a models that is 93MiB, is there a way to run a model this size? What is the reason for the size limit? Is it related to...

PNada.3 by Associate II
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Resolved! What is the right shape for the quantization accuracy data?

Sorry if this question is basic, but I was not able to find an answer in the documentation. I have a very simple Keras model with one input and one output, for your reference the architecture is:model = tf.keras.Sequential()model.add(tf.keras.layers....

PB1 by Associate III
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  • 2 replies
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Getting error "Analyze fail on the AI model"

Dear Sir/Madam, I am getting an error "Analyze fail on the AI model" when I analyze a network using "STM32Cube.AI runtime" (see the snapshot below). I just train a simple AI model (https://colab.research.google.com/drive/1HBsuTW2gGAoPgWnkpwXiXI7JHXR0...

_legacyfs_online_stmicro_images_0693W00000bkAvMQAU.png
AShah.13 by Associate
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How to fix "TOOL ERROR: Applying softmax on single element" in X-Cube-AI

Hi,I am using the X-Cube-AI expansion pack in STM32Cube IDE and wanted to add an ONNX model. After selecting the model and pressing Analyze, I get the error: "TOOL ERROR: Applying softmax on single element".The model I am trying to use is a neural ne...

Bxy by Associate II
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How to use Nano Edge AI Studio

The Data Logger does not light up yellow as shown in the figure below after starting Nano Edge AI Studio.Also, when I try to create a model for anomaly detection, I cannot select IMPORT from [Type of signal sourse] as shown in the figure below, and I...

_legacyfs_online_stmicro_images_0693W00000bj09LQAQ.png _legacyfs_online_stmicro_images_0693W00000bj09VQAQ.png _legacyfs_online_stmicro_images_0693W00000bj07PQAQ.png
TShun.1 by Associate
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  • 2 replies
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