Finding your look alike celebrity

We all are very curious about comparing ourselfs to other. Imagine comparing your facial features with Bollywood celebrities to find your lookalike celeb.

Using MTCNN and VggFACE, created a webApp where you could upload your image and the model tells you to which Bollywood celeb your face lookalike to.

Local Deployment

Clone the repository

git clone https://github.com/EphronM/Celebrity_face_match.git

Download the dataset from kaggle

• Bollywood Celebrity Faces (images of 100 Bollywood celebrities)

• Combine all the folders into a single folder named data

Create a conda environment after opening the repository

conda create -n face_env python=3.9 -y

conda activate face_env

• Installing the required dependencies

pip install -r requirements.txt

Creating artifacts

• Croping celeb face and saving it in data cropped

  python src\01_genreating_image_pickle.py

• Extracting features from all the images and saving the pickle file

  python src\02_feature_extraction.py

We are using MTCNN as the face detector and VggFace prediction model to extract the feature similarities. Finally using Cosine Similarity, we find the similar celeb face.

All set to deploy

  streamlit run app.py

Model performence

Lets give the model few real bollywood celeb look alikes peoples photos and see,

Works well with David Saharia who is real life tiger shroff lookalike

Lets try it with the Amitabh Bachchan transformed look.

worked good with 75% match.

This all about this project.

Happy coding Focks!!

Author: EphronM
Email: ephronmartin2016@gmail.com