January 22, 2021
GitHub link Web Application Web Scraping Collected images from google through web-scraping using Selenium with ChromeDriver Code Link Data Cleaning Performed data cleaning through face detection using OpenCV pre-trained feature-based Haar cascade classifiers to discard images from the dataset without face and two eyes visible Feature engineering Performed feature engineering through extraction by wavelet transformation of images using PyWavelets and then vertically stacking raw and wavelet transformed images Model Building trained machine learning models such as Logistic Regression, SVM(Support vector machine), and Ensembling bagging Random Forest