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Streamlit-portfolio

Python application

In this portfolio, you will find a showcase of my data science projects and the skills I have acquired

Build web app for presenting my projects

let's try on this link Streamlit Webapp

Face Blur Image

Goal of this project is learn to use MTCNN algorothm and Streamlit framework

Demo Face Blur app

This app used to Blur wanted faces which are detected from Face Detection model.

Have 3 main steps

Step1: Upload an image or try with an example image

Step2: Processing and select wanted faces

Step3: Then hit summit button for blur process and click 'Download' for download

Face Recognition

Goal: design basic features of face recognition system and learn to preprocess image and use deep learning model

Demo Face Recognition app

This app have 3 features

  • Check-In
  • Face in Database
  • Add Face

Check-In: Mock situation of already have your own face in the Database and would like to check attendance

Face in Database: Show all faces that in Database now

Add Face: Add new face in to Database

Example cases

Example1: you can try an example Elon or Code image which already have different face in Database

Example2: you can upload your image in to Add Face page and fill the name then click 'Add face'. After you have added new face, you can check by upload a new image with the same person on Check-In page and click 'Process' to see the result

Example3: Use your webcam camera to Add Face or Check-In

Face Tracking & Recognition

Demo Face Recognition app

Implementing...

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