piyush033 / Face-Recognition-Model

This model can recoginize several celebrities name by there photograph.

Image- Recognition-Model

Overview of the Project

This is a live site where you can recognize the face of the several celebrities which choosed you have to just drag and drop the image at the drop box then the site tell you about which celebritie is it or if it's not in the list it will show the tag line if it is in the list it will show the accuracy score of the matching image and show the celebritie image with the name.

Problem Statement

Face recognition model for the selective celebrities

• Main Code : https://github.com/piyush033/Face-Recognition-Model/blob/main/Image-Recognition-Model-Project.ipynb

Table of Content

• Overview of the Project
• Problem Statement
• Datasets Used
• Frameworks Used
• Face Recognition Data Dictionary
• Conclusion
• Model Visualizations

Datasets Used

I collect the whole data by my own with the help of Fatkun extention of chorme we can also do this with the help of web scrapping but in this project I did'nt use that much bigger data so I use Fatkun for the data.

Data

Frameworks used

• Numpy
• Pandas
• Matplotlib
• Seaborn
• Scikit-Learn
• OpenCV
• JSON
• Wavelet Transform
• Flask
• CSS
• HTML
• JavaScript

Face Recognition Data Dictionary

Data Collection:

For data collection I use Fatkun it is a chrome extension which helps you to download multiple images at the same time we can filter them by size and height of a picture We also collect data by Web Scraping but I Prefer this method more convenient so I use Fatkun for Data Collection.

Celebrities:

• Robert Pattinson
• Nina Dobrev
• Finn Wolfhard
• Noah Centineo
• Zayn Malik

Conclusion

Live Server

UI

MODEL VISUALIZATIONS

Data :