Stm32n657-dk board with Zoo models
Dear TeamHow can I implement Zoo models on the STM32N657-DK board?
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Resolved! STM32N6 + YOLOv8n ONNX Model. Issues with PNG Input and Code Generation
Hi everyone,I'm working with an STM32N6 board and trying to deploy a custom YOLOv8n model in ONNX format using CubeMX and STM32 Edge AI. I’ve run into a few issues and was hoping someone could help clarify the process.Here’s what I’ve done so far:I s...
Resolved! NanoEdge AI Studio Not Receiving Data from STWINBX1 Despite Correct Configuration
Hi everyone,I’m currently working on a project involving predictive maintenance and anomaly detection using the STWINBX1 (STEVAL-STWINBX1) board. I’ve successfully configured the board and flashed it using STM32CubeIDE, ensuring everything is set up ...
Unexplainably high RAM consumption of STEdgeAI-Core generated model
Dear all,I'm converting a quantized ONNX model using the STEdgeAI Core CLI, for use on the STM32N6 NPU. However, I cannot explain the very high RAM usage for the activations, as reported by stedgeai.The network is a simple CNN with 10 convolution lay...
Adapt "How to build an AI app from scratch on STM32N6570-DK" to NUCLEO-N657X0-Q
I am trying to make a minimal working example of a neural network running on the NUCLEO-N657X0-Q. To achieve this I followed this guide for the STM32N6570-DK on my own NUCLEO-N657X0-Q board. (https://community.st.com/t5/stm32-mcus/how-to-build-an-ai-...
Drill State Detection (Drilling, Screwing, Idle) – Filtering & Classification Stability Issues
Hello,I’ve been working on a project inspired by STMicroelectronics project, where the goal is to identify different operation modes of a power drill — such as drilling, screwing, and idle — using motion sensor data.I’m using one of ST’s development ...
Issue with the STM32N6570-DK knowledge base article
Hi @Julian E. While following along the tutorial: How to build an AI application from scratch on the... - STMicroelectronics Community after selecting the x-cube-ai package a described, I see that the default is enabled for fsbl and I cannot chang...
Resolved! Unanle to run tensorflow lite micro on stm32769 eval board
I am trying to run tflm with stm32f769 eval. I build the tflm as a static library and included it in my project. My app is crashing whille calling allocatetensors() function. Anyone having any luck with it? Also I couldn' find any official demo for...
the result of onnx model validate on target has two different output, why?
hiI have validate on the STM32N6 board by onnx model in STM32MX,but i have two different output ,like this: m_outputs_1: (10, 3)/float64, min/max=[-282.578064, 481.370483], mean/std=[-2.619613, 298.301398], output m_outputs_2: (10, 1)/float64, min/m...
Resolved! Deploying neural networks.Tflite on N657X0 Nucleo
Hi, I have been trying to deploy simple neural networks.tflite on the STM32 N657X0 board, by applying the XCUBEAI, running under NPU.While, I have not made it work yet. If anyone has such project or docs to share, It would be highly appreciated. Best...