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A good cat detector running on raspberry detects whether your cat is in your camera and can play your prepared audio or do something else.

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Good Cat Dector

  1. 项目目的:
    检测猫咪是否上桌,防止猫咪上桌乱翻

  2. 项目介绍:

    1. 硬件: 树莓派3B+(建议4B), CSI camera, 双自由度舵机
    2. 关键算法:
      • opecv2录像
      • 目标检测
        1. 检测算法:yolo
        2. 推理引擎:MNN
  3. How to run?

    1. Burn a raspberry image, prepare ssh, network connnection and camera
    2. Enter the os via ssh, 'cd GoodCat/Yolo-Fastest-MNN/build && cmake .. && make && sudo ./yolo'
  4. 拓展:
    有20个类别可供检测,如人,可修改对应的目标索引;
    20个类别分别为["Aeroplane","Bicycle","Bird","Boat","Bottle","Bus","Car","Cat","Chair", "Cow","Diningtable","Dog","Horse","Motorbike","Person","Pottedplant","Sheep","Sofa","Train","Tvmonitor"]

  5. Reference

目标检测: https://github.com/dog-qiuqiu/Yolo-Fastest
推理: https://github.com/geekzhu001/Yolo-Fastest-MNN
MNN: https://github.com/alibaba/MNN

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A good cat detector running on raspberry detects whether your cat is in your camera and can play your prepared audio or do something else.

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