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项目作者： luickk

项目描述 ：
Face identification based on CNN and OpenCv face detection
高级语言： Python
项目地址: git://github.com/luickk/cnn-identity-classification.git
创建时间： 2017-10-19T09:57:39Z
项目社区：https://github.com/luickk/cnn-identity-classification
开源协议：
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Face Identity Classification

The project aims to recognizes and identify faces in pictures by using opencv to detect faces and a keras CNN to identify them.

Installation

  1. git clone https://github.com/luickk/cnn-face-recognition

Training

Install listed dependiencies

  • numpy
  • Keras
  • cv2
  • Pillow

Then create the data dir

  1. mkdir data

Add your data to data/data/class/imgFiles

Used dataset: https://www.kaggle.com/dansbecker/5-celebrity-faces-dataset

  1. python3 train.py

Testing

Fill in trained model uid and test-img path beforehand

  1. python predict.py

Results

img_classified

Original:

img_org