GitHub repository: nkalhan/Image-Classification-Python-Project
Primary language: Jupyter Notebook
Created: 2020-07-08T15:41:43Z
Description: Would like to start with giving due credit to codebasics YouTube channel for the project; to be able to follow it to complete it. Credit to StackOverflow as well for enhancing my learning. The project classifies the image of the sports star: Lionel Messi, Maria Sharapova, Roger Federer, Serena Williams and Virat Kohli. Applied Haar-cascade feature extraction and then Wavelet transformation. Finally, did manual clean-up of the faulty images. Applied GridSearchCV to evaluate best fit method among Support Vector, Random Forest and Logistic Regression. In the end, applied SVM with 'rbf' kernel via Pipeline method.