Ask questions and find answers on how to deploy, debug, and optimize AI models on ST microcontrollers, microprocessors, and smart sensors.
Hello ST Community members, Are you a data scientist or machine learning engineer with experience deploying neural networks on edge or embedded devices? The ST team invites you to join a 45-minute remote usability session to provide technical feedb...
Hi,I've been using ST Edge AI Dev Cloud to benchmark my human activity recognition models on some ST platforms and I would like to do the same for the STM32N6570-DK but it only accepts quantized models and the quantization option throws and error:Exe...
Hello, im trying to convert a .tflite model (encoder-decoder model, with only supported layers by stedgeai) to C-code to use it in my STM32CubeIde project.When using the command:/opt/ST/STEdgeAI/2.1/Utilities/linux/stedgeai generate --model model.tfl...
@Julian E.I’m porting the X‑CUBE‑AI v10.0.0 “hello_world” application, originally for the STM32N6570‑DK (path: X‑CUBE‑AI\10.0.0\Projects\STM32N6570‑DK\Applications\hello_world), to the NUCLEO-N657X0-Q board with the use of lwIP to receive the images ...
Dear ST,i convert my tflite of yolov8n without nms to neural-art related files in STM32N6 using stedgeai cli command as belowafter that, i have to apply it to cubeISE which import NUCLEO-N657X0-Q object detection example.i have a below question to be...
I validated the AI network using the‘Validate on desktop‘ tool,and the accuracy was high.But when I debugged the AI C-program(generated by CUBE AI) with the same input data, the result have large difference with correct output values.Could you help m...
Hi, I'm newbee of AI.I started simple appl for linear regression. I start with stm32cube_ide, not MX I do enable X-CUBE-AI core.But, I cannot find app_x-cube-ai.c which is exprected to be generated.BRPaul
Hello,im currently working on utilizing a Keras RNN (seq2seq model) on the STM32N6570-DK to generate text from a certain input.The inference of the .h5 model on my laptop works with a .pkl file that has mapping of the input to the output. When conver...
I am using the object detection code from ST model zoo. I have a small image of 4X4 example: const uint8_t myImage[NN_HEIGHT] [ NN_WIDTH]= {// Row 0 (all black){ 255, 0, 0, 0},// Row 1 (black, then white dot, then black){ 0, 255, 255, 0}, // Pixels 1...
[INFO] : Quantization complete.[INFO] : Evaluating the quantized model using validation_set...INFO: Created TensorFlow Lite XNNPACK delegate for CPU.100%|██████████| 36/36 [05:01<00:00, 8.37s/it][INFO] : Accuracy of quantized model on validation_set ...
I'm trying to deploy my own simple AI model (Handwritten digit recognition) on my STM32N6570-DK board. I have already finished this project on STMF407 discovery board using Keil MDK. However, linker garbage problem popped up and I don't know how to s...
