kampaitees

Certificates

All the certificates I got while doing some projects or some courses will be available here

Data-Exploration-Handling-Challenges-of-Medical-Image-Data

In this repo, we will discuss the following things step-by-step: Data Exploration of ChestX-ray8 dataset, Handling Data Imbalance within classes of a dataset, Creating a pipeline for training Densenet on Medical Data, Handling Patient Overlap(Data Leakage) problem in the dataset.

Deep-Neural-Networks

All the projects related to the Deep Learning as well as neural networks using numpy will be uploaded here.

Intel-Scene-Image-Classification-Challenge

This the notebook which i coded during my participation in Intel Scene Image Classification Challenge

Linear-Regression

This repository will contain all the stuffs related to Linear Regression

Object-Oriented-DataStructures-in-Cpp

This repository will contain the projects showing the OOPs power of C++ as well as programs from basic level to advanced in C++

Sentiment-Analysis

This repository consists of Sentiment Analysis of Amazon product reviews data using Graph Lab create

Text-document-clustering-using-Spectral-Clustering-algorithm-with-Particle-Swarm-Optimization

Document clustering is a gathering of textual content documents into groups or clusters. The main aim is to cluster the documents, which are internally logical but considerably different from each other. It is a crucial process used in information retrieval, information extraction and document organization. In recent years, the spectral clustering is widely applied in the field of machine learning as an innovative clustering technique. This research work proposes a novel Spectral Clustering algorithm with Particle Swarm Optimization (SCPSO) to improve the text document clustering. By considering global and local optimization function, the randomization is carried out with the initial population. This research work aims at combining the spectral clustering with swarm optimization to deal with the huge volume of text documents. The proposed algorithm SCPSO is examined with the benchmark database against the other existing approaches. The proposed algorithm SCPSO is compared with the Spherical K-means, Expectation Maximization Method (EM) and standard PSO Algorithm. The concluding results show that the proposed SCPSO algorithm yields better clustering accuracy than other clustering techniques

Travelling-Mamas

This is website which can be used to choose places for visiting, book hotels, book flights and other facility

Web-App-for-Image-Search

This is a web app which searches through the database of an input image and shows the best five images found similar to input image

kampaitees/Intel-Scene-Image-Classification-Challenge

This the notebook which i coded during my participation in Intel Scene Image Classification Challenge

kampaitees/Text-document-clustering-using-Spectral-Clustering-algorithm-with-Particle-Swarm-Optimization

Document clustering is a gathering of textual content documents into groups or clusters. The main aim is to cluster the documents, which are internally logical but considerably different from each other. It is a crucial process used in information retrieval, information extraction and document organization. In recent years, the spectral clustering is widely applied in the field of machine learning as an innovative clustering technique. This research work proposes a novel Spectral Clustering algorithm with Particle Swarm Optimization (SCPSO) to improve the text document clustering. By considering global and local optimization function, the randomization is carried out with the initial population. This research work aims at combining the spectral clustering with swarm optimization to deal with the huge volume of text documents. The proposed algorithm SCPSO is examined with the benchmark database against the other existing approaches. The proposed algorithm SCPSO is compared with the Spherical K-means, Expectation Maximization Method (EM) and standard PSO Algorithm. The concluding results show that the proposed SCPSO algorithm yields better clustering accuracy than other clustering techniques

kampaitees/Object-Oriented-DataStructures-in-Cpp

This repository will contain the projects showing the OOPs power of C++ as well as programs from basic level to advanced in C++

kampaitees/Sentiment-Analysis

This repository consists of Sentiment Analysis of Amazon product reviews data using Graph Lab create

kampaitees/Data-Exploration-Handling-Challenges-of-Medical-Image-Data

In this repo, we will discuss the following things step-by-step: Data Exploration of ChestX-ray8 dataset, Handling Data Imbalance within classes of a dataset, Creating a pipeline for training Densenet on Medical Data, Handling Patient Overlap(Data Leakage) problem in the dataset.

kampaitees/Non-Local-Means-NLM-Implementation

This repository contains implementation of 5 NLM and compares them in terms of quality of denoised image and time taken to do so.

kampaitees/Web-App-for-Image-Search

This is a web app which searches through the database of an input image and shows the best five images found similar to input image

kampaitees/Certificates

All the certificates I got while doing some projects or some courses will be available here

kampaitees/Linear-Regression

This repository will contain all the stuffs related to Linear Regression

kampaitees/Travelling-Mamas

This is website which can be used to choose places for visiting, book hotels, book flights and other facility

kampaitees/Application-of-Probability-in-Machine-Learning

In this repo I have explained three use case demonstrating the application of probability in field of machine learning , image processing, data science

kampaitees/Classifying-Digits-drawn-on-the-Canvas

This is a hand drawn digit on Canvas classifier. You have to draw image on the canvas on the website and the model trained on the web browser using tensorflow.js will predict the digit drawn

kampaitees/Comparitive-Study-of-Lenet-5-vs-ANN-on-Mnist

In this repo i have done the comparative study of Lenet-5 architecture vs traditional ANNs on image

kampaitees/Deep-Image-Search

This repository will all the stuffs related to Deep learning using GraphLab create especially images

kampaitees/Document-Retrieval

This repository consists of code which does the Wikipedia document retrieval

kampaitees/Ethical-Hacking-Basic-using-Socket-Programming

This repository will contain the content to access other computer(for ethical purpose) using socket programming

kampaitees/Face-Recognition-using-Siamese-Network

kampaitees/Fashion-Design-drawn-on-Canvas-classifier

This is a fashion design classifier which can predict the type of fashion design(T-shirt", "Trouser", "Pullover", "Dress", "Coat", "Sandal", "Shirt", "Sneaker", "Bag", "Ankle boot"), which are drawn on the canvas present on the left side of the website made using tensorflow.js where training of the model takes place in the browser live when the website is opened

kampaitees/FMRouting

kampaitees/Hacktoberfest-2k19

kampaitees/Internship-Project

kampaitees/IRIS-Lab-projects

This repository consists of projects which are done by me as a Developer & a Researcher in IRIS Lab(organisation in Nit Surathkal, Karnataka which handles website of Nit Surathkal and all the web development activities & research work in NITK)

kampaitees/KSP-Internship-projects

Here all the projects are present which I had done during my internship for KSP Computer Wing

kampaitees/OpenCV-projects

Here all the projects and code related to OpenCV will be uploaded

kampaitees/Resume

My resume is present here

kampaitees/Rock-Paper-Scissors

Here I ams creating a machine learning model using tensorflow.js which will be hosted on github pages where user will be able to on their webcam and the model will be able to predict whether the pose is Rock, Paper or Scissor

kampaitees/Self-Driving-Car

This repository will contain projects in Self Driving Car

kampaitees/Social-Network-Analysis-with-Python

kampaitees/The-Karate-Kid

This repository contains the real life learning from the movie 'The Karate Kid'

kampaitees/Upgrade-AQM-Evaluation-Suite-of-ns-3

AQM Evaluation Suite is an automated framework to evaluate the AQM algorithms implemented in ns-3. Although it works with the latest ns-3-dev, there is a lot of redundant code that can be now removed from the suite to make it lightweight and optimized. The aim of this project is to optimize the suite and publish it on ns-3 app store