Projects

Naive Bees - Predict Species from Images

Build a model that can automatically detect honey bees and bumble bees in images using PCA and SVM

Naive Bees - Image Loading and Processing

A Datacamp project - Load, transform, and understand images of honey bees and bumble bees in Python

Mobile Document Scanner

A simple document scanner implemented using OpenCV and python

Markov Chains and English Text Synthesis

Replicating work of Claude Shannon which seeks to compute the information content of English language and predicting the alphabets given previous characters

EigenDigits - Eigenspace classification of Hand-Written Digits

We classify the MNIST dataset i.e., digits from 0-9 using PCA for Dimensionality reduction and kNN as classifier and also we show the relationship between number of training images and classification accuracy.

Double Handed Indian Sign Language

Implementation and building a Double Handed Indian Sign Language database

Optimal Utilization of available Solar Energy

This page contains the report related to the proejct which won Anveshana competition 2014

Robotics Projects

Portable Refrigerator

Abstract Refrigeration is very important especially during summer seasons to cool water and to keep vegetables fresh. This project focusses on making a refrigerator which is not only cost effective but also portable.