STMicroelectronics FP-AI-VISION1 STM32Cube Function Pack

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STMicroelectronics FP-AI-VISION1 STM32Cube Function Pack features examples of computer vision applications based on a Convolutional Neural Network (CNN). FP-AI-VISION1 has software components generated by the X-CUBE-AI Expansion Package. It is complemented with application software components dedicated to the AI-based computer vision application. Application examples include food recognition, person presence detection, and people counting based on an object detection Neural Network model.

Features

Complete firmware to develop a computer vision application on an STM32 microcontroller
Feature-rich image processing library (STM32_ImageProcessing_Library)
Neural Network library optimized for STM32 (STM32_AI_Runtime) generated using the X-CUBE-AI Expansion Package for
STM32CubeMX
Food recognition application based on Convolutional Neural Network
Person presence detection application based on Convolutional Neural Network
People counting applications based on object detection Neural Network model

USB webcam application enabling the STM32H747I-DISCO board to act as a USB video camera (UVC) device when connected to a host
Integration examples based on a float and quantized models
Libraries enabling the test, debug, and validation of the embedded application
Support for camera frame capture to enable image dataset collection
Sample implementations available for the STM32H747I-DISCO Discovery board connected to the B-CAMS-OMV camera module bundle
Free and user-friendly license terms