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A real time video and image classifier using flask, Algorithm used Facenet, Mtcnn

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harsh52/Web_based_real_time_video_image_classifier_using_flask

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License: MIT

Author: Harsh Kumar

Hello geeks This is a web based real time video and image classifier using flask.

#Video Demonstration: https://youtu.be/meYs1yUiYGA

Here are some screenshots

Screenshot from 2020-07-20 02-39-15

Screenshot from 2020-07-20 02-39-28

Screenshot from 2020-07-20 02-39-40

This app is using facenet and mtcnn for face extraction from images and videos and diaplay real time on web page.

Required Files:

To run this project we need (.h5) pretarined model. Gdrive link: https://drive.google.com/drive/folders/1qKiElpNknaGdst82kU9ycETmwUw1MdNM?usp=sharing

Place it on same directory, and you are ready to go

First thing first:

  1. install required libraries.
  2. python main.py if you see this kind of screen on your terminal.

Screenshot from 2020-07-20 02-47-20

Congrats!! you are ready to go Enjoy:)

Bonus tips:

  1. This model can even work with less number of dataset, but it's always prefer to perform augmentation on images if you have limited dataset.

Don't Forget to star this repo if you find this helpfull.

Reference:

How to use img_vid_trainer: https://github.com/KarthikBalakrishnan11/Face_Recognition_FaceNet

oencv: https://github.com/opencv/opencv/blob/master/data/haarcascades/haarcascade_frontalface_alt2.xml

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A real time video and image classifier using flask, Algorithm used Facenet, Mtcnn

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