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Zero2Vision

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Lightweight C++ object detection pipeline for Raspberry Pi Zero 2 W
using libcamera for capture and OpenCV DNN for inference.

Architecture

OV5647 Sensor
   ↓
libcamera (ISP control)
   ↓
Zero2Vision (C++)
   ↓
OpenCV DNN

Stack Overview

  • Kernel – sensor driver, CSI-2 transport, buffer handling
  • libcamera – ISP control (AE, AWB, gain), frame delivery
  • Application – capture, preprocessing, postprocessing
  • OpenCV DNN – neural network inference

Target

  • Raspberry Pi Zero 2 W
  • OV5647 camera
  • Raspberry Pi OS

Working example

image

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