Edge AI
Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Forum Posts
INTERNAL ERROR: index 1 is out of bounds for axis 0 with size 1
I'm trying to use the benchmarking tool in the developer cloud (https://stm32ai-cs.st.com).I have a model exported in several formats (fp32, fp16, full 8 bit, etc.)The input shape is (1, 128, 384, 3).The model works fine and other tools like Edge Imp...
STM32H747I-EVAL camera
STM32H747I-EVAL Could conectar a some kind of camera to use FP-AI-VISION1_V3.1.0? I don't see the conector to B-CAMS-OMV
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...
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....
Resolved! How can I handle multiple outputs networks?
The approach described on the official XCUBE-AI documentation is not working for my case.
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...
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...