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Ritik Garg's Projects

aspnet-mvc-basic-stuff icon aspnet-mvc-basic-stuff

This is just a repo for basic ASPNET MVC application with CRUD operations. I have not paid any attention to the front end. xD

bank-details-finder-rest icon bank-details-finder-rest

Access bank details provided in CSV File via a REST-API built on top on Django. Steps are listed in web-app itself.

budgety icon budgety

A web application to keep track of your Income and Expenses. Items can be added by selecting '+' or '-' and items added by mistake can be deleted also. Used Event Delegation, Event listeners and also adjacentHTML methods.

cancer-classifier icon cancer-classifier

This a a classifier predicting weather a person has Malignant or Benign cancer. This data set was obtained from 'https://www.kaggle.com/uciml/breast-cancer-wisconsin-data/version/2'. I tried KNN and SVC classifiers. KNN predicted 5 incorrect results from 114 test observations, where as, SVC predicted 2 incorrect results.

certificate-generator-ocr icon certificate-generator-ocr

This python program roughly detects the text on the certificate template and then places the fields like name, date on the certificate on its own. The input fields can be given in the form of an Excel sheet, and the information is extracted using openpyxl. Then it zips the output and saves all the generated certificates in a zipped file for easy maintainance.

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

doctor-s-station icon doctor-s-station

This is a project created with Django, SQL. It is a complete web-application which connects a patient and a doctor, and maintains full database. I have also provided receptionist functionality to monitor and modify patients. Prescription functionality is also available by which doctors can prescribe medicines directly via the web-app.

live-weather-excel icon live-weather-excel

This is a python script which will get real time temperature data for the mentioned city names in the excel file. The units can be F / C which needs to be decided by the user, and the data will be refreshed in every 3 seconds.

maze-detector-solver icon maze-detector-solver

This project makes use of OpenCV to detect and encode a Maze. Then is a graph algorithm in used to solve the detected Maze.

number-of-fingers icon number-of-fingers

This project counts the number of fingers displayed in front of the camera using basics of OpenCV library and Digital Image Processing.

olx_clone icon olx_clone

This is a clone of very popular website in India; OLX. This website is useful to buy and sell used items.

optical-sorter icon optical-sorter

This machine sorts different objects with different colors using Digital Image Processing and Embedded Systems.

pig-game-js icon pig-game-js

This is a game made with vanilla JavaScript. Can be played by two players.

python-password-generator icon python-password-generator

This web-app helps you create new random passwords with desired lengths. You have an option to choose for Upper Case letters, or, Special characters.

sales-predictor icon sales-predictor

A Daily Sales Forecast using Keras with Tensorflow is performed. The model take into account Day of the Week, Day of the Month, Week of the Month, Week of the Year, Year of the Month and could be easily improved using Holidays. Accuracy obtained over 92%. The current NN model has proved to improve performance over ARIMA models.

toxic_comments_classifier icon toxic_comments_classifier

This is a Multi Label Text Classification with implemented with python and ML. I first cleaned and pre-processed the texts, and then created a pipeline, which contained TfidfVectorizer. I used Multinomial Naive Bayes and Logistic Regression classifier. LR gave the best accuracy, averaging around 96%. This is a Kaggle competition problem.

travel-companion-react icon travel-companion-react

Travel Companion which helps you find Restaurants, Hotels, and Attractions of a location. Using Google APIs, and much more. With a beautiful UI and a Map to interact with.

tree-game icon tree-game

An Interactive Game based on Tree Data Structure written in Python. Increases understanding of Trees and OOPs.

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