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Mahendran Narayanan's Projects

academics-module icon academics-module

College project to develop Registration module and Graduation module for IIT Tirupati. These modules are developed during the coursework as Software prototype. This serves as base for full scale development of ERP based website in IIT Tirupati.

daily-nlog icon daily-nlog

Contains daily Notebook Logs till I take some other job to do

django-linreg icon django-linreg

Web app which provide the linear regression model for the given input data

fitness-tutor icon fitness-tutor

We present Fitness tutor, an application for maintaining correct posture during workout exercises or doing yoga. Fitness tutor which can guide the workouts using pose estimation. We use posenet model in tensorflow with p5js for developing skeleton. Fitness tutor is an application of pose estimation model in bringing a realtime teaching experience in fitness.

gpt-unlearning icon gpt-unlearning

Testing a simple example to understand Machine unlearning concept with GPT. GPT is made to forget Alphabets

intro-to-data-science icon intro-to-data-science

For people who got stuck at a point here are the answers for the introduction to Data Science course provided by Udacity

ivy icon ivy

The Unified AI Framework

iwflow_ise_jan2020 icon iwflow_ise_jan2020

This project is an integrated workflow system being attempted as part of Industrial Software Engineering course at IIT Tirupati

medullo icon medullo

Medullo is a web application that provides a platform for users to share and search for resources. The core idea of this application is to provide users with a medium to share their resources thereby enabling them access to resources, instead of having to buy or download multiple copies of the same resource. This application could well be used among students to share resources like class lecture notes or lecture videos or solution to problems.This can also help students connect with other students who are pursuing similar courses of interest and engage in a communal process of passing down study materials. It can also help users in general, to find people with similar interests and share the things they love. This encourages the habit of reducing and reusing which could in turn contribute to the global process of waste reduction in the long term. Once a user wants a specific resource, a resource for that request is raised. Once the request is approved by the resource owner, contact of the resource owner is shown. This feature provides for the privacy of resource owner and eliminates spamming. The upload feature enables for sharing of resources with the global community.

memory-visualization-for-deep-neural-networks icon memory-visualization-for-deep-neural-networks

A tool for analysis of memory utilized for developing and training deep learning models. Our tool results in visual utilization of memory concurrently. Various parameters affecting the memory utilization can be analysed while training with this tool. This tool also helps in knowing better idea of processes or models which consumes more memory.

neural-network-maker icon neural-network-maker

The code creates deep learning CNN model automatically with very basic parameters. It includes popular modules as well while creating.

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