API Build Face recognition && Word Cloud By Flask

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OpenCV && DLIB && WordCloud && Scikit-Learn

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Flask is a lightweight WSGI web application framework. 
It is designed to make getting started quick and easy, 
with the ability to scale up to complex applications. 
It began as a simple wrapper around Werkzeug and Jinja
and has become one of the most popular Python web application frameworks.
Flask offers suggestions, but doesn't enforce any dependencies or project layout. 
It is up to the developer to choose the tools and libraries they want to use.
There are many extensions provided by the community that make adding new functionality easy.

Face Recognition

Feature OpenCV && DLIB

• Library

  • OpenCV
  • DLIB
  • Flask
  • imutils
  • Pickle

• Model

  • shape_predictor_68_face_landmarks.dat
  • dlib_face_recognition_resnet_model_v1.dat

• Show Case

API

Face Detected Preview DLIB

Face Prediction DLIB

WordCloud

Feature Word Cloud

• Library
  • wordcloud
  • scikit_learn
    • feature extraction text
    • CountVectorizer
    • TfidfVectorizer
  • numpy
  • matplot
  • attacut
  • pytorch
  • pandas

Word Cloud