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binary-image-segmentation

To analyse the performance of different max-flow/min-cut algorithms like Ford-Fulkerson, Edmonds-Karp, Scaling and Dinic’s on the basis of Binary Image Segmentation

blog

canvas

A simple Canvas with PDF download option

customer-review-classification

Custom LSTM model based on pre trained Word Vectors To Classify Customer Reviews into positive/negative reviews.

disease-outbreak-detection

Disease Outbreak Detection system based on Twitter Scraping and deep learning.

doctor-patient-matching-using-aco-with-local-search

Solving the doctor-patient matching problem (NP-Hard) using Ant Colony Algorithm and further optimizing it with random restructure local search and comparing its performance against naive algorithm.

epidemiology

IEEE NITK year-long project

flask-weather-application

Weather Application using Flask and OpenWeatherMap API

ieee_chatbot_v2

information-retrieval-on-cord-19-with-question-answering-and-summarization

Various keyword-based and neural-network-based models are used to efficiently reduce the search space and find relevant sentences from the vast corpus. These sentences are further shortlisted using a combination of various scoring metrics.

lexical-normalization

msging

A Messaging Application Developed Using Flutter and Firebase. It supports user authentication, connecting with other users and direct messaging with connected users.

multi-label-feature-selection-using-ant-colony-optimisation-with-local-search

Feature selection based on heuristic swarm intelligence. Standard ACO combined with redundancy and relevancy values is used to generate a solution set. This solution is further improved using random restructure local search.

natural-language-processing

Notebooks of various NLP Concepts

object-detection-for-autonomous-vehicles

Object detection for autonomous vehicles using deep learning models like R-CNNs and Mobile Netv2 Architecture.

outlier-detection-using-unsupervised-graph-neural-network

Using unsupervised custom GraphSAGE based neural networks to perform outlier detection

parallel-strassen-algorithm

Parallelizing Strassen’s matrix multiplication using OpenMP, MPI and CUDA.

people-identification-using-face-and-gait

A project to perform people identification at a distance using face and gait data with deep learning

random-quotes-webapp

A completely Responsive WebApp displaying random quotes

rsvi_website

scribblr

sign-kit-an-avatar-based-isl-toolkit

A web based toolkit to convert speech to ISL gestures using 3D avatars, learn ISL gestures and to create videos using ISL

smart-hospital-management-system

Designing a safety critical smart hospital management system, modelling it using UML/NFA, creating formal specifications using TLA+ and verifying it using TLC Model Checker.

solar-radiation-prediction

To build multi-level statistical models to forecast solar radiation

sprinklr_19_may_2022

todo-flutter

A Simple ToDo Application developed using Flutter and Hive which supports Calender View and implemented with Bloc style Sink/Stream state changes and Toasts/local notification support.

video-retrieval-using-deep-learning

ConvNext CNN and transformer architecture based video retrieval system to perform large scale video retrieval for a query video from a large video database

virtual-memory-management-simulator

A Virtual Memory Management Simulator to analyze performance of different combinations of fetch policies and replacement algorithms.

webapp_for_chatbot

word-sense-disambiguation-prediction

A project to tackle the task of Word Sense Disambiguation using BERT based models on the WiC-TSV dataset