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一款优秀的人脸、视频、文字:检测、识别的智能AI项目。

License: MIT License

Python 100.00%

faceai's Introduction

FaceAI

一款优秀的人脸、视频、文字:检测、识别的智能AI项目。

开发环境

Windows 10(x64)

Python 3.6.4

OpenCV 3.4.1

Dlib 19.8.1

face_recognition 1.2.2

Tesseract OCR 4.0.0-beta.1

技术实现方案

相应技术使用模块

人脸识别:OpenCV / Dlib

人脸检测:face_recognition

视频识别:OpenCV + face_recognition

文字识别:Tesseract OCR

教程文档

OpenCV环境搭建

Tesseract OCR文字识别

图片人脸检测(OpenCV版)

图片人脸检测(Dlib版)

视频人脸检测(OpenCV版)

视频人脸检测(Dlib版)

脸部轮廓绘制

数字化妆

视频人脸识别

头像特效合成

功能预览

绘制脸部轮廓

绘制脸部轮廓


人脸68个关键点标识

人脸68个关键点标识


头像特效合成

头像特效合成


数字化妆

视频人脸识别


视频人脸检测


视频人脸识别

TODO

笑脸检测

眼睛移动方向检测

性别检测

OpenCV + Tesorflow模型的人脸识别

Dlib性能优化方案

Dlib模型训练方法

Tesseract模型训练方法

faceai's People

Contributors

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Watchers

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