implementation of a deep learning model on the STM32f446 board
Is it possible to implement the model of human activity recognition mode zoo on the STM 32f446RE board Only the board and one sensor are used.Is it feasible or not?
Forum Posts
Resolved! STM32CubeIDE does not emit the X-CUBE-AI middleware
I am using STM32CubeIDE v1.12.1 on macOS. I have noticed that, when I import a project generated with STM32Cube.AI Developer Cloud, whenever I open the IOC and make a change to the device configuration that requires to regenerate the code, the projec...
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...
Resolved! error while analyzing a neural network (Tflite model) in stm32 cube ai
good morning, I'm trying to import a neural network for NILM (non-intrusive load monitoring) in the stm32 environment, but I can't complete the analysis due to the presence of the error: INTERNAL ERROR: unpack_from requires a buffer of at least 12283...
[X-CUBE-AI] Unsupported wrapped layer type: Conv1D
Hello,I am trying to apply a CNN+GRU network based pre-trained model (Keras, .h5) onto the board (STM32G4474RETx) by using X-CUBE-AI and encountered this error: "Unsupported wrapped layer type: Conv1D" when I tried to analyze it.Based on the error me...
LIS2DUX12 -interrupt used for stepcounter
LIS2DUX12 -interrupt used for stepcounter which are the interrupt used for step counter design
LIS2DUX12 accelerometer
hi I want to start with LIS2DUX12 accelerometer programming ,It is not clear for me from where should I start . could anyone please tell me what I should do ? Regards
Resolved! Anomaly detection fail on board
Board - B-L4S5I-IOT01A BoardAI application tool - NanoEdge AI StudioCUBEMXIDE - STM32CubeIDE 1.15.1I made one model.Model detect anomaly on nano studio.I deploy model. Deployed system always show similarity a fix value. Sensor data change. Detection ...
Resolved! MEMS Studio Zero Crossing
Hello everybody, We are currently evaluating the MLC of the LSM6DSOX and have a couple of general questions regarding feature calculation in MEMS Studio.I've included excerpts from the application note for quick reference. Zero-Crossing:"The feature ...
B-L4S5I-IOT01A not compatible to edge impulse
Board - B-L4S5I-IOT01A BoardAI application tool - edgeimpulseIDE - STM32CubeIDE 1.15.11. AI model generated from edge impulse AI platform for B-L4S5I-IOT01A Board. Package downloaded.2. CUBE mx generate code for B-L4S5I-IOT01A Board.3. Edge-Impulse ...
