Memojify

emojify me now

Install requirements

python -r requirements.txt

Colab Link

Files and their usage:

• model.py

  • To train the model
  • outputs the model & weight in model directory
  • also outputs the graph having the logs of training
  • arguments -e/--epochs
    • pass the integer value of epochs

• get_images_from_webcam.py

  • to create dataset using webcam (including all the required subfolders)
  • It includes face alignment and face detection
  • argparse -l/--label
    • pass the argument like smile/wink/laugh according to your need

• utils.py

  • contains useful required functions

• memojifier.py

  • It takes the stream of photos and converts the current emotion of the face into animated emoji

Current Network Architecture

Result: with validation accuracy of 80%

synopsis:

Currently model is unstable and overfits easily (:funny)

Try to train the model with as many as possible images and different environment

this project is currently in experimental stage and will be worked upon

Contributions:-

Got some issue? raise an issue and if you have something to contribute then push a PR.