ML & Image Processing Unit

This is one of that devices that had too many revisions, not by error but due to client requirements evolving from one to another version. It started as a simple what-if a project with 2 layer board and ended up with 8 layer board with a dual-core ARM Cortex MCU. The device is designed to capture gray-scale images of rotating objects with high FPS and detect certain artifacts on the images. Once detected the device initiates a series of movements via stepper/servo motors in order to align the object to the desired position.

Requirements:

  • Grayscale image capture 320×240
  • Image processing,
  • Servo & Stepper motor control.

Major components:

  • STM32H745
  • GC0308
  • IS42S16400
  • DRV8836
  • TPS61023 & TPS7A02xx

Number of PCB layers: 8

BOM price: 70 USD

Realization time: 24 weeks

ML & Image Processing Unit

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