libfacedetection 余老师的人脸检测

红叶骑士之初

于 2019-04-18 17:49:38 发布

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分类专栏：图像识别

本文链接：https://blog.youkuaiyun.com/u011473714/article/details/89384325

版权

libfacedetection是一个开源的CNN人脸检测库，将模型转换为C源文件，不依赖任何外部库。支持Windows、Linux、ARM等平台。使用SIMD指令加速，提供AVX2和NEON选项。建议在ARM上启用INT8优化，但不推荐在Intel CPU上。可以借助Tengine在ARM上或OpenVINO在Intel CPU上进一步提升性能。

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https://github.com/ShiqiYu/libfacedetection

libfacedetection

This is an open source library for CNN-based face detection in images. The CNN model has been converted to static variables in C source files. The source code does not depend on any other libraries. What you need is just a C++ compiler. You can compile the source code under Windows, Linux, ARM and any platform with a C++ compiler.

SIMD instructions are used to speed up the detection. You can enable AVX2 if you use Intel CPU or NEON for ARM.

The model file has also been provided in directory ./models/.

examples/libfacedetectcnn-example.cpp shows how to use the library.