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air-quality-index-analysis

Monitoring air and understanding its quality is of immense importance to our well-being. This project intends to analyse air quality and hypothesize whether the air quality is within a safe margin or not.

algorithm-visualizer

An interactive online platform that visualizes algorithms from code. The different types of algorithms explained via the use of visualization in this project are path finding and sorting.

cancer-recurrance-prediction

For many cancer survivors, one of the most challenging problems is finding out that their cancer has come back. This project aims to predict cancer recurrence by finding correlations between the gross measurements of the tumour and recurrence.

cc-docker

contour

Contour is a Kubernetes ingress controller using Envoy proxy.

cryptosploit

An android application for cryptography enthusists to encrypt/decrypt text on an android phone

dbms-project

decentralizedml-cancer-prediction

Medical data generated at Hospitals and Research centers cannot leave its place of origin due to privacy norms. With Edge Computing and a decentralised approach, the data will never leave the device and it utilises the processing power of the individual edge devices.

distributed-cache

A distributed cache implemented in Go using the principles of memberlist for peer communication. Multiple instances of the cache can be initalized and a load balancer can be used to route subsequent cache requests to the cluster.

facial-image-super-resolution-gan

This machine model aims to super-resolve or enhance images consisting of human facial data by upscaling the resolution while also as realistic as possible.

ferretdb

A truly Open Source MongoDB alternative

inceptionnet-malware-analysis

Modern malware is designed to evade signature-based detection techniques. Thus, we can use Deep Convoluted Neural Networks in order to classify malware depicted by its binary malware image. In this project, we particularly use InceptionNetV3 for classifying malware binaries.

low-light-image-enhancement-techniques

With the rapid growth in real time applications needing a robust image enhancement system, so has the need for low light image enhancement increased. This script ncludes methods like Grayscale transformation, Histogram equalization, Retinex based, Frequency domain based, Image fusion and Dehazing.

motion-detection

A Python script which uses background-subtraction to detect motion in video footage

multithreaded-loadbalancer

A simple Multithreaded Load Balancer using POSIX threads and Socket Programming. The load balancing algorithm used is round robin in order to ensure that the load is distributed equally across all the servers.

ooad-project

resnet50-cancer-cell-classifier

Cancer Histology Images are one of the more widely used preferred methods to identify cancer. In this project, we train a robust ResNet-50 model to classify breast cancer histology images as benign or malignant by using the BreakHis dataset.

sage-cusines

An interactive website with rich UI features to showcase and browse food recipes. Built using MERN stack to enhance reusability of UI components and provide a responsive interface to access detailed food recipes.

sentiment-analysis-ann-bert

Sentiment analysis is the use of natural language processing to study human subjective information. This project intends to showcase the proficiency of BERT powered Neural Networks in Human Sentiment Analysis.

steel-app

Steel Calculator

swarm-learning

A simplified library for decentralized, privacy preserving machine learning

thanos

Highly available Prometheus setup with long term storage capabilities. A CNCF Incubating project.

vitess

Vitess is a database clustering system for horizontal scaling of MySQL.