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项目目的:
检测猫咪是否上桌,防止猫咪上桌乱翻 -
项目介绍:
- 硬件: 树莓派3B+(建议4B), CSI camera, 双自由度舵机
- 关键算法:
- opecv2录像
- 目标检测
- 检测算法:yolo
- 推理引擎:MNN
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How to run?
- Burn a raspberry image, prepare ssh, network connnection and camera
- Enter the os via ssh, 'cd GoodCat/Yolo-Fastest-MNN/build && cmake .. && make && sudo ./yolo'
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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"] -
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