We are pleased to announce that the latest version of NanoEdge AI Studio is now available. This new version brings improvements in performance and support for STM32 boards, as well as new features to help users earlier in the creation of their machin...
We are pleased to announce that the latest version of STM32Cube.AI is now available.You can download it here. What is new in X-CUBE-AI 8.1.0? TensorFlow 2.12 and Keras.io 2.12ONNX Runtime 1.15.0Host PC system: adding support for MacOS ARM systemInclu...
Good morning,I have created a project with CubeMX.AI based on an .h5 file constructed in keras following the steps shown on ST tutorialhttps://www.youtube.com/watch?v=grgNXdkmzzQ (Getting Started with STM32Cube.AI).Is it possibile to have an example ...
I converted a keras model to a quantized TFLite model to load this on my MCU. But i think Cube.ai doesnt yet support fixed Point TFLite models.Will this feature be enabled in the future?
Hello,i used the stm32ai software to quantize my MNIST model. I can load the quantized model on my STM32H743-Nucleo Board and with the Validation Software I can validate my quantized model on target.But I would like to create my own Application, so I...
I'm running a Cifar10 Keras CNN Pre-trained model basically an image recognition model my labels are : 0 - airplane1 - automobile2 - bird3 - cat4 - deer5 - dog6 - frog7 - horse8 - ship9 - truckThe image array is stored as HWC format or Height-Width-C...
Hello,Is there a way to give X-CUBE-AI a model with quantized-weights? Right now the tool is able to do a custom post-training quantization for a given Keras model. However, what if we have a model that already has quantized weights (which is the cas...
Hello,I have noticed that the latest version of X-CUBE-AI (4.0.0) has support for Tensorflow Lite. Therefore I tried to analyze a SSD Mobilenet v1 network that I found on this blog post:Link to blog postLink to .tflite modelWhen analyzing the .tflite...
Hello, I have some questions about using the code generator I am currently using an STM32F446 and I want to use a Keras model driven by python to make a prediction on the data retrieved by the micro-controller in order to get better results. I found ...
How Cube-AI is different from ARM CMSIS-NN and ARM NN SDK?
Dear Sirs,I would like to know how to Sci-kit learn training model is handled by x-cube-AI.Thank you for your support in advance !Best regards,Kazu
Hello,I flashed my STM32F4-Discovery. If I want to validate on target I get the following error:"ERROR: no connected board(s) or invalid firmware or the board should be re-started"I think my error comes up with the firmware, but how can I solve it?Be...