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Facial Recognition and Tracking Application using Deep Learning.

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Facex

Facial Recognition and Tracking Application using Deep Learning.

Overview

Developed web application to perform modern face recognition using deep learning and transfer learning approach. Researched available pre-trained models and algorithms providing better accuracy and requiring less computation.

Features

  • It has features like creating the dataset from uploaded images, training the classifier, creating a PDF report with facial measurements, and matching probability. Other features like account sign in/up. Used Dlib Resnet Pre-Trained Model and Face_Recognition API.
  • This UI is built using Django Framework.
  • Python Libraries used in this project are mentioned in 'requirements.txt'.

Project Screenshots:

image image image image image image image image

Credits

Next Steps

  • Improvements in the UI.
  • Explore other possible algorithms/libraries/fwks to achieve better results.

Contribution

  • All contributions/suggestions are welcome!