A machine learning project for Mosaic Art reconstruction using a Genetic Algorithm approach. This approach is similar to solving a jigsaw puzzle.

This GitHub repository provides code implementations for a Drowsiness Detection Image Classification task, focusing on predicting whether eyes are open or closed. The dataset used in this project is designed for drowsiness detection and includes diverse eye movement recordings captured under controlled driving scenarios.

Computer Vision and Pattern Recognition (CVPR) In my Computer Vision and Pattern Recognition (CVPR) course, I worked on a research-based project titled “Leaf Disease Detection using LAGBA.” The aim of this project was to accurately detect and classify different types of plant leaf diseases using deep learning and image analysis. Instead of using t

An end-to-end MLOps pipeline for early detection of Adenocarcinoma lung cancer using VGG16 and CNN models, powered by MLflow, DVC, Docker, and a user-friendly HTML interface.

This project demonstrates how to build a deep learning image classifier using the CIFAR-10 dataset. Two approaches are implemented: A custom Convolutional Neural Network (CNN) & A transfer learning model using VGG16