Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
HelloI trained handwritten digits using Keras, and then used cubeai of cubeMX to train and deploy, and then there was an error when compiling. Do you know how to solve it?16:20:25 **** Incremental Build of configuration Debug for project stm32N6_hand...
HelloI want covert my quantized onnx model(develop by pytorch) to .nb format, to enable stm32mp257 npu accelerate.I use ST Edge AI Core V2.0.0,(V2.1.0 has been not support stm32mp257).when I run generate command,it report lose file "onnx_ruler_db.js...
1. this is my python script to build weight for MNIST. import tensorflow import tensorflow as tf from tensorflow import keras from tensorflow.keras import layers, models import numpy as np (x_train, y_train), (x_test, y_test) = tf.keras.datasets.mn...
Hi, I'm working with implementing a Spiking Neural Network on a neural ART equipped STM32N6 board. As a true SNN has operators that are not supported by the STEdgeAI compiler, I have opted to create a ANN model that simulates spiking behaviour. My pr...
Hello everyone,I am currently testing STEdgeAI on the STM32N6570-DK and encountered an issue when running the following command: stedgeai generate -m test_model/mobilenet_v2_0.35_224_fft_int8.tflite --target stm32n6 --st-neural-art While the network_...
Hello everbodyI am struggling creating a project which uses the ART-Accelerator and compiles. There are always some errors. It feels like i searched every possible document from ST but i haven't found a basic get started guide or something like that ...
I have a tflite model that I want to test on my B-U585I-IOT02A Discovery kit, after some issues with X-Cube.AI expansion for CubeMX I decided to try use ST Edge AI Developer Cloud. Everything goes smoothly until I try to generate the code, All option...
I follow the instructions found in https://github.com/STMicroelectronics/stm32ai-modelzoo-services/blob/main/image_classification/deployment/README.md in order to deploy an image classification model in STM32N6570-DK board. When i launch (in ubuntu)...
error facedLibrary pathsLibrary pathslibrary pathsError in consoleI am working on using Nano Edge AI to classify sounds using my STM32 NUClEO-L476RG development board. i classified the recorded sounds as Crying Baby, Ambulance Siren, and Noise. I dep...
In my task, a 3-axis accelerometer is connected to a 24-bit ADC. How should I transmit the signal data to Nano Edge AI? Should I send the raw data directly, or should I perform calculations before transmitting it? In version 5, how can I check the Em...