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MTCNN-Deep_Sort

MTCNN + Deep_Sort算法实现人脸跟踪

MtCNN算法

Dependencies:

  • Tensorflow v1.0.0 or higher
  • TF-Slim
  • Python 2.7/3.5
  • Ubuntu 14.04/16.04
  • cuda 10+cudnn7.5+tf-1.13.1

相关代码:

  • 1.mtcnn人脸检测模型保存在tmp/model目录下
  • 2.相关代码
  • 视频人脸检测代码:testing/camera.py

Deep_Sort算法

Dependencies:

  • python2.7/3
  • NumPy
  • sklean
  • OpenCV
  • Pillow
  • Additionally, feature generation requires TensorFlow.

相关代码

  • 1.结合mtcnn人脸检测跟踪的代码: mtcnn_sort.py
  • 2.跟踪算法的模型:mars-small128.pb

以上涉及的脚本文件,环境配置好后,直接运行即可;

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