yolov5-lite
- https://github.com/ppogg/YOLOv5-Lite
- 中端骁龙710G,能到10fps
NanoDet-Plus
- https://github.com/RangiLyu/nanodet
- 中端骁龙710G,能到30fps
- 轻量级目标检测模型NanoDet-Plus微调、部署(保姆级教学)
- 实测误检、漏检比较多
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