Ajay Kumar Kushwaha's repositories
FAKE-NEWS-DETECTION
Machine learning Based Minor Project, which uses various classification Algorithms to classify the news into FAKE/REAL, on the basis of their Title and Body-Content. Data has been collected from 3 different sources and uses algorithms like Random Forest, SVM, Wordtovec and Logistic Regression. It gave 94% accuracy.
OCT-Image-Classification-
Computer-aided diagnosis of retinopathy is a research hotspot in the field of medical image classification. Optical coherence tomography imaging (OCT) is widely applied in the diagnosis of ocular diseases including DME and AMD. Most of the earlier research work were heavily dependent on ophthalmologists and exploited their knowledge to identify features, while some of the studies made use of very structurally complicated models, and others used small datasets of 45 images only. In this study we present the solution to classify the OCT images into 4 classes CNV, DME, DRUSEN, NORMAL using baseline 3,5 and 7 layer Convolutional Neural Networks. The novelty of this study is that it does not use any pre-trained models and yet achieves desired results just by hyper-parameter tuning and some clever observations. This paper explores the journey of our research of improvement along with substantial reasons which lay the fundamentals of convolutional neural networks. The biggest risk of overfitting in deep learning where multiple layered models are trained and tested and approaches of diminishing the overfitting effect has been discussed in detail.
Railway-Management
This is totally a c++ based programs based on graphs and uses Dijkstra alogorithm to find the shortest past between the stations if there exists a path between them. It also stores the info of the passenger by making her ticket and generating a PNR no. which is a combination of the name and and numbers.
Coders-House
MERN Application with P2P realtime Communication
NETWORK-TOPOLOGY
NETWORK TOPOLOGY is a C++ (CODEBLOCKS) based project. It finds out the cost required to set up the network in star topology , ring topology, tree topology and shows how the computers will be connected to each other in that particular topology. C++ Graphics have been used to visualise the topology, screenshots of which have been added to the project. It uses graphs and algorithms like Prim's to find minimum spanning tree for Tree topology, Floyd warshall for Star topology, and Hamiltonian to find the Ring topology
pizza-cart
A react app for Pizza cart system
weather-app
Simple Weather Application which tells weather of the queried city.
calendar-management
This is a calendar management project programmed in c language(turbo c). Graphics have been used to make it more attractive fo the user. It has a basic login system and then allos you to manage the events, plan them according to your conveneince. Inspired from google calendar
cplusplus-datastructures-algorithms-coding-blocks
Coding Blocks | Data Structures & Algorithms Online Track
CtCI-6th-Edition-cpp
Cracking the Coding Interview 6th Ed. C++ Solutions
JQuery-Practice
This repository contains small programs of Javascript and JQuery which has been done by me while learning.
Neural-Networks
This repository consists of all the assignments i have done as a part of the neural networks lab which was a part of my curriculum.
Phocket---ML-Internship
This repository consists of machine Learning models, deep learning models and some NLP tasks such as Topic Modelling, Sequence generation, Sentiment analysis, Recommendation System
Text-Classification
This is one of the Projects which was done in interest to learn the difference between the different classification algorithm and derive a solid conclusion from that. It scrap sthe data from youtube and related to six different classes and then by using different classification algorithm it classifies them.
Wassup
Real Time Chat Application
We-Care---Angular-NodeJs
An application which uses Angular as front-end and Nodejs as Backend