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All Projects → szad670401 → Hyperlandmark

szad670401 / Hyperlandmark

Licence: apache-2.0
Deep Learning Based Free Mobile Real-Time Face Landmark Detector. Contact:[email protected]

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Labels

androidcnntrackingface-alignmentface-landmark106-points

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Free Mobile Real-Time Face Landmark 106 points Localization

Introduce

良心级开源人脸标定算法,人脸美颜,美妆,配合式活体检测,人脸校准的预处理步骤.该项目Windows工程基于传统的SDM算法,通过修改开源代码,精简保留测试部分代码,优化代码结构. Android代码基于深度学习,我们设计了高效的网络模型,该模型鲁棒性较好,支持多人脸跟踪.目前深度学习算法在人脸标定方向取得了良好的效果,该项目旨在提供一种较为简单易用的实现方式.

Related Resources

Features

  • 106点，人脸轮廓描述更加细腻
  • 准确度高，逆光、暗光情况下依然可以取得良好的标定效果
  • 模型小，跟踪模型2MB左右，非常适合移动端集成
  • 速度快，Android平台代码在 Qualcomm 820 (st) 单张人脸7ms (2018.08.14)
  • 增加多人脸跟踪

APP

Latest Update

  • Add OpenGL based camera interface.

TODO

  • Dense face landmark (800 points)
  • Facial action recognition
  • Euler angle , face pose estimation.
  • Open source native tracking code.

Notes

Windows实现是基于免费intraface实现的，与android并不相同。

依赖

  • Windows demo 依赖 OpenCV
  • Android 可直接使用

Demo

image

image

Contact：

关于人脸标定我们正在进行数据收集与算法开发，技术交流、捐献数据可以加入下群。

  • HyperAI交流群 529385694

Author

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].