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Vehicle Registration Plate Recognition

This demo captures a vehicle registration plate, using machine learning neural network algorithms to identify. The Arm® Cortex®-M4 core supports the DSP instruction to speed up algorithms. Recognized information can be transmitted to the cloud through Wi-Fi or NB-IoT to realize the image recognition on the edge device.

  • Features
    Hardware/ Software driven CMOS sensor
    -
    QVGA: 320 * 240
    - Supports deep neural network and convolutional neural network
    - Provides multiple image processing algorithms
    - Multiple wireless transmission methods (NB-IoT and Wi-Fi)
  • Specifications
    M480 (32-bit Arm® Cortex®-M4F)
    - Up to 192 MHz core speed, built-in DSP, image recognition
    in 0.5 second
    - Camera capture interface supports hardware binarization
    Up to 160 KB SRAM for QVGA image capture
  • System Block Diagram
    Vehicle Registration Plate Recognitio