Ensemble of Exemplar-SVMs for Object Detection and Beyond
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Updated
Oct 24, 2015 - MATLAB
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
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