Model trained by AlexeyAB/darknet,which implement the YOLOv4-tiny algorithm, Model converted and deployed by Tencent/NCNN.
- APP对人脸是否佩戴口罩进行目标检测；
- 模型在darknet上训练；
- 数据集包含12,373 张图片，训练集与测试集比例为8:2；
- 使用yolov4-tiny，并在yolov4-tiny.conv.29上进行预训练；
- 通过NCNN完成模型转换与安卓平台部署，可在Android端调用摄像头实时检测，在骁龙865设备上可达20FPS。
- Using Android Studio to build this project.
- You need install Android SDK , Android NDK and CMake additional in Android Studio.
- releases （In order to reduce .apk size, apk retain the environment of
arm64only.)
