Ensemble of Exemplar-SVMs for Object Detection and Beyond

The (un)official repository for my master thesis

Predicting air pollution level in a specific city

Virus scanner (PE classifier) based on rb-libsvm and pedump

Machine learning model for text classification for HT dataset, written as part of DARPA MEMEX summer hackathon — Edit

Implementation of all standard unsupervised & supervised learning algos from scratch

a predictive model to determine the income level for people in US. Imputed and manipulated large and high dimensional data using data.table in R. Performed SMOTE as the dataset is highly imbalanced. Developed naïve Bayes, XGBoost and SVM models for classification

Classification of human activities based on Accelerometer data. Classified using Support Vector Machines.

Email Spam Filter using SVM Classifier

Vehicle Detection and Classification System

Udacity ND013 Self Driving Car Term 1 Project 5

Built an advanced lane-finding algorithm using distortion correction, image rectification, color transforms, and gradient thresholding. Identified lane curvature and vehicle displacement. Overcame environmental challenges such as shadows and pavement changes.

Activity of daily living

Detect Vehicles and Pedestrians and Objects on Road

feature extraction, SVM classifier, window search and heatmap implementation