轻量化目标检测方案(移动端)

yolov5-lite

  • https://github.com/ppogg/YOLOv5-Lite
  • 中端骁龙710G,能到10fps

NanoDet-Plus

YoloX

  • https://github.com/Megvii-BaseDetection/YOLOX
  • 没有编译出的实测,应该比yolov5-lite稍低

scrfd

  • 专门的人脸检测轻量级模型
  • 中端骁龙710G,能到30fps
  • https://github.com/deepinsight/insightface/tree/master/detection/scrfd
  • https://github.com/nihui/ncnn-android-scrfd

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