Edge AI Vision Software For NXP MCUs

MCU-VISION-PIPELINE 全新

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The MCU Vision Pipeline is a software library that provides a set of modular building blocks designed to accelerate the development of Vision AI–based applications, such as object detection, face recognition, and gesture recognition, on NXP microcontrollers, on Zephyr and FreeRTOS. It efficiently harnesses the hardware acceleration features (such as the 2.5D GPU, Neural Network Processing Units, DSP, etc.) of NXP microcontrollers to deliver optimal performance for vision applications.

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Edge AI Vision Software For NXP MCUs

Edge AI Vision Software For NXP MCUs Block Diagram

Features

  • Multiple video input sources support: local camera, USB camera, still picture, H264 stream, local storage
  • Supported Inference frameworks: TensorFlowLite Micro, Executorch on Neutron NPU
  • MCUs hardware-acceleration support: 2D image pre-processing on 2.5D GPU, camera streaming through EZH-V
  • Multi-core inference support
  • H264 encode/decode, RTP/RTSP server streaming support
  • labelling and bounding boxes drawing support
  • Multiple video sinks: LVGL compositor, raw display driver, local file storage
  • Multiple examples and applications included: camera preview, image classification, object detection, face detection, face recognition
  • FreeRTOS and Zephyr OS support
  • Full Open-Source Software (Apache-2.0 and BSD-3c)

支持的器件

  • i.MX-RT700: i.MX RT700跨界MCU，配备Arm® Cortex®-M33、NPU、DSP和GPU内核
  • i.MX-RT1170: i.MX RT1170：1GHz跨界MCU，配备Arm® Cortex®内核
  • MCX-N94-N54-N53-N52-N24: MCX N94x/54x高度集成的多核MCU，具有片上加速器、智能外设和高级安全功能

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