The free online platform (formerly named STM32Cube.AI Developer Cloud) now supports MPUs and smart sensors in addition to MCUs. It also supports AI hardware acceleration (NPU) on compatible devices. Leveraging the ST Edge AI Core technology, the to...
Hii! I'm trying to implement a tensorflow ML model in NUCLEOF401RE Board using XCube.AI and stm32CubeMX. when i download the XCube.AI package and try to add the zipper file in CubeMX im facing an error that "file cannot be deflated". how to solve thi...
I have a LSTM model which was quantized using TensorFlow dynamic, full and float16 quantization. After that, I wanted to benchmark these three quantized models on the STM32AI model zoo. But after importing these models into the web UI and pressing "S...
Hello everyone,I'm currently facing an issue while working with the LSM6DSOX accelerometer.In my setup, the LSM6DSOX accelerometer is not consistently triggering an interrupt on INT1 when the specified threshold is exceeded. Code, connections, and po...
In the STM32Cube.AI workshop - 6 Neural Network (NN) Model creation - YouTube, tutacousticscenes2016 does not work. librosa returns an error message: ModuleNotFoundError: No module named '_soundfile_data'. Please suggest a workaround.
Hello,I have been conducting research for a while for a new project initiation. The project aims to design a smart access control system for 500 users using STM32. In designing this, we are implementing face recognition with FP_AI_FACEREC in the STM3...
Hello, I have a question regarding the evaluation parameters for decision tree results. As you can see in the picture below, the Mean Absolute Error and Root Mean Squared Error are high, but the accuracy is also high. I am confused because I thought ...
I am curious about these parameters,I don`t konw where they are used.These are auto generated by following the official guide, but if I want to build a project with x-cube-ai and CubeMX my own and still use the model from model zoo, how shoul i deal ...
Hi STM Community-Context: X-Nucleo-53L8A1 / Nucleo-L476RG16 zones per line of distance measurements are being captured by NanoEdgeAI in an attempt to generate an anomaly detection AI model. 16 axes correlate to 16 measurement zones. Measurements are ...
Hello, everyone! I'm learning to deploy my target detection model using cubeai. My model is trained using pytorch and I found that cubeai doesn't support .pth file conversion so I'm trying to convert my model to onnx format. Since the size of my mode...
Which software is best to do tiny ML and other algorithm for ISPU ?How can we implement our model in to it ?How can we create our model ?