Pinned Repositories
Advent-of-code-2019
Battery-Charged-Notifier
Ever wanted your laptop to notify you to unplug the charger after it has been charged? To increase the battery life of my laptop I wrote this simple python script that notifies me regarding my battery charging status either through terminal or a beep sound when it is about to get charged or through a mobile push notification. I have used Notify-run API to send push notifications to all devices which are subscribed to the users channel
Detecting-sleep-apnea-using-CNN-on-ECG-data
Detection-of-Cervical-Cancer-using-GLCM-Algorithm
This project aims at giving a very cost effective and precise technique to detect cervical cancer using Colposcopic images of patients. I used GLCM algorithm to extract "Haralick features" from the images and did the training using SVM classifier. Finally I got an accuracy of 96.67% on test dataset and 98.83% on training dataset. We were also able to publish a conference paper related to this project. Link: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8782065&tag=1
Intent-based-chatbot
Multi-Class-Classification
Image classification into subclasses of Food, Flowers and Animals.
Shell-Command-line-interpreter
C program that interprets all linux shell commands and provides their outputs. Even piping of commands is taken care of by using the concept of multi-processing and inter process communication, giving you a feeling of having created our own shell.
Tic-Tac-Toe-game
This is a console based Tic Tac Toe game based on Minimax algorithm. The computer bot does not loose any game against human.
Unsupervised-Digit-Recognition-using-Spike-Timing-Dependent-Plasticity
This project aims doing unsupervised learning of digit recognition task using Spiking neural network and Spike timing Dependent Plasticity so as to bring the representation of neural network more towards how actually the brain works. This project is still under progress.
Visual-Question-Answering-on-CLEVR-dataset
Answering questions from images of the CLEVR dataset. Given a question and an image, the model predicts an answer to the question based on the image. The questions include the relative sizes and positions of the objects, counting objects of a certain kind, finding the colour or size of a particular object, etc.
kaustubh77's Repositories
kaustubh77/Unsupervised-Digit-Recognition-using-Spike-Timing-Dependent-Plasticity
This project aims doing unsupervised learning of digit recognition task using Spiking neural network and Spike timing Dependent Plasticity so as to bring the representation of neural network more towards how actually the brain works. This project is still under progress.
kaustubh77/Detecting-sleep-apnea-using-CNN-on-ECG-data
kaustubh77/Battery-Charged-Notifier
Ever wanted your laptop to notify you to unplug the charger after it has been charged? To increase the battery life of my laptop I wrote this simple python script that notifies me regarding my battery charging status either through terminal or a beep sound when it is about to get charged or through a mobile push notification. I have used Notify-run API to send push notifications to all devices which are subscribed to the users channel
kaustubh77/Detection-of-Cervical-Cancer-using-GLCM-Algorithm
This project aims at giving a very cost effective and precise technique to detect cervical cancer using Colposcopic images of patients. I used GLCM algorithm to extract "Haralick features" from the images and did the training using SVM classifier. Finally I got an accuracy of 96.67% on test dataset and 98.83% on training dataset. We were also able to publish a conference paper related to this project. Link: https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8782065&tag=1
kaustubh77/Intent-based-chatbot
kaustubh77/Multi-Class-Classification
Image classification into subclasses of Food, Flowers and Animals.
kaustubh77/Shell-Command-line-interpreter
C program that interprets all linux shell commands and provides their outputs. Even piping of commands is taken care of by using the concept of multi-processing and inter process communication, giving you a feeling of having created our own shell.
kaustubh77/Visual-Question-Answering-on-CLEVR-dataset
Answering questions from images of the CLEVR dataset. Given a question and an image, the model predicts an answer to the question based on the image. The questions include the relative sizes and positions of the objects, counting objects of a certain kind, finding the colour or size of a particular object, etc.
kaustubh77/Advent-of-code-2019
kaustubh77/Tic-Tac-Toe-game
This is a console based Tic Tac Toe game based on Minimax algorithm. The computer bot does not loose any game against human.
kaustubh77/Bank-Management-System
This is project takes user input from an excel spreadsheet and creates accounts according to the information provided (Name,Account type, Initial balance,etc) and also assigns a unique SSN number and Account number (as per the rules followed in the banks) to an account. An interface is also provided to get the rate of interest from a third party institution like for example RBI.
kaustubh77/BrickBreaker-Game
This is a simple BrickBreaker game that many of us must have played during our childhood. I have built this game using OOP concepts and some collision detection techniques. Javax swing framework has been used for the Graphics purpose.
kaustubh77/Cartpole-v1-game-Reinforcement-Learning-OpenAI
Code for creating an agent to play the Cartpole-v1 game on OpenAI gym
kaustubh77/Covid19-Dashboard
Check out https://covidkillers.github.io/Covid19-Dashboard/
kaustubh77/Download-songs-from-YouTube-using-terminal
kaustubh77/Lightweight-Web-Framework-in-Go
A lightweight Web Framework in Go
kaustubh77/Registration-Data-Analysis
This code was written for finding a suitable slot to keep a compensatory class so that minimum number of students have clashes with other courses.
kaustubh77/Sentiment-Analysis-of-multi-party-conversations
The text contained dialogues from the episodes of the famous TV series named Friends. Each dialogue was classified into 4 categories Positive, Negative, mixed and Neutral.
kaustubh77/Short-Me
kaustubh77/Simple-Distributed-Locking-Library-in-Java
Simple Distributed Locking Library in Java
kaustubh77/Traffic-Signal-Controller
Verilog code that simulates a traffic signal at the junction of a country road and a highway. I have also written a testbench to verify the proper working of the written verilog code