Hi, I am Nilesh

You seem to be looking for me

ABOUT ME



Currently I am a undergraduate computer science and engineering sophomore from IIT Bombay

I am a coding enthusiast and love to explore different things

My interests include - Computer Vision, Graph Theory and Discrete Structures, Logic, Data Structures and Algorithms, Image Processing and Competitive Coding





Projects
Tangible Paper

Its a Augmented Reality Project which lets you use a paper (or any surface) with ArUco markers as a digital screen and your fingers to navigate on it.

Its Written in C++ using OpenCV 3.1.0 library and currently developed as a digital newspaper.

Lane Detection Algorithm

Designed Lane Detection algorithm for Autonomous Ground Vehicle to participate in IGVC 2015 based on color and structures of elements present in input image.

Currently working on a machine learning based algorithm for better performance using haar cascades.

Movie Recommendation Engine

Developed a movie recommendation engine in Python using popular collaborative filtering techniques like cosine similarity and k-Nearest Neighbours

Ratings from critics sharing similarities in rating pattern with user are used to provide recommendations

Feed'er

Its a personal assistant academic Android application which bridges the gap between faculty and students

Integrated a Django based web application for encouraging feedback for academic courses with previews and graphs illustrating the feedback results

Image Inpainting

Implemented a combined Exemplar based and Isophote driven image inpainting algorithm

The algorithm uses a Isophote driven sampling process and Exemplar based texture synthesis to propogate structures present in image

Steganographic Tool

Developed a steganographic tool in C++ which can be used to hide data in media files

Designed a algorithm using xorshift pseudo random generator which distributes the data randomly inside carrier file



Projects
Tangible Paper

Its a Augmented Reality Project which lets you use a paper (or any surface) with ArUco markers as a digital screen and your fingers to navigate on it.

Its Written in C++ using OpenCV 3.1.0 library and currently developed as a digital newspaper.

Lane Detection Algorithm

Designed Lane Detection algorithm for Autonomous Ground Vehicle to participate in IGVC 2015 based on color and structures of elements present in input image.

Currently working on a machine learning based algorithm for better performance using haar cascades.

Movie Recommendation Engine

Developed a movie recommendation engine in Python using popular collaborative filtering techniques like cosine similarity and k-Nearest Neighbours

Ratings from critics sharing similarities in rating pattern with user are used to provide recommendations

Feed'er

Its a personal assistant academic Android application which bridges the gap between faculty and students

Integrated a Django based web application for encouraging feedback for academic courses with previews and graphs illustrating the feedback results

Image Inpainting

Implemented a combined Exemplar based and Isophote driven image inpainting algorithm

The algorithm uses a Isophote driven sampling process and Exemplar based texture synthesis to propogate structures present in image

Steganographic Tool

Developed a steganographic tool in C++ which can be used to hide data in media files

Designed a algorithm using xorshift pseudo random generator which distributes the data randomly inside carrier file



Team !NFINITY