Projects

Lane detection for autonomous vehicles

Digital image processing course Under Dr. Anil sao

Lane detection for autonomous vehicles using well-known canny edge detection method, hough transformation and other image processing techniques. Different triangular image masks has been used in order to cover different situations.

SeMEnD

A MERN(MongoDB-ExpressJs-ReactJs-NodeJs) webapp where one can sell book after end of semester or final examination by posting photo of book along with some text.

Gender and Age group prediction

Gender and Age group prediction of human face and also analysis of chained model(chaining age group with gender) using Convolutional neural network. Model trained on Adience dataset on Google colab platform. Align the image precisely using dlib and OpenCv2 for better accuracy.

Bayesian classNameifier(Machine learning)

Pattern recognition course Under Dr. Arnav Bhavsar

Built the Bayesian classNameifier assuming data follow gaussian distribution which classNameify 2d data in three class and also estimated the parameter (mean vector) of each class using ML(maximum likelihood) method. Plotted and analyzed the decision region plots for different cases of the covariance matrix.

IIT Mandi donation drive

Information and Database Systems course Under Dr. Arti Kashyap

This project is based on donation between people belongs to IIT Mandi and Club running in IIT Mandi including NSS.Here people can donate money,blood, daily use items.

Flask Web-app Development : A webapp Developed in Flask(a python framework) is based on donation between people belongs to IIT Mandi and Club running in IIT Mandi including NSS.Here people can donate money,blood, daily use items.

Data Management and Optimization : Integrated MySQL data engine with front-end to make a fully functional website.

Apple sorting Machine( 2nd prize winner)

Design practicum course Under Dr. Ajay soni and Dr. Rajeev kumar

A platform that can segregate apples based on its colour,size and external quality. It also support washing,drying and cleaning of apple.

Image processing: Colour and size sorting of apple using image processing

Know and secure yourself

24 hour college hackathon 2k18

Built a flask web application under the topic medical which tell the disease as per your symptom with the help of Web scraping and also establish chat with doctor which are online. Beautiful Soup is used to parse the HTML document.

Technology/Tools: Python Flask, BeautifulSoup, MySQL

CodeAssist

Contributed in Winter project 2k18 under college senior

It is platform for collaborative coding (real-time changes to a shared code), along with compilation (with test cases optionally) and compilation errors, and fetches the first result on Google for that error. A chatbot ,making friends and one-to-one chatting is also implemented.

Search for any programmer on different platform

self learning project

A webapp built in python framework flask with tell your rating,badges and other info as per your username on different coding platform(codeforces and codechef) with help of api and web scarping.

Technology/Tools: Python Flask, BeautifulSoup, MySQL