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bank-customer-churn-modelling

Predict customer attrition for a bank on an imbalanced dataset.

building-conversational-experiences-with-dialogflow-coursework

chain-reaction

A C++ implementation of the mobile game Chain Reaction, that can be played on the terminal.

cifar-10-dataset

Image classification with Data Augmentation on CIFAR-10 dataset using a custom CNN model and using Transfer Learning on Resnet50 respectively. Accuracy: 93.44%

countenance

Digital makeup application in realtime using dlib's 68 point facial landmark detector.

covid-19-forecasting

An LSTM that predicts the expected number of confirmed cases for COVID-19 in each state of India over the next seven days.

deep-learning-specialization-coursework

face-generator-dcgan

A Deep Convolutional Generative Adversarial Network (DCGAN) used to generate faces, trained on the CelebA dataset.

fna-result-analyser

Detailed EDA & Model Creation to predict the nature of the tumor (benign/malignant) to help detect breast cancer.

formula-one-database

funfacts

An android app that displays Facts.

galileo-s-gallery

A web application made using ASP.NET and SQL Server which enables users to access and tamper the data for cosmic objects depending on their access right.

game-of-thrones-monopoly

Multiplayer implementation of the game of monopoly made in Core Java. JavaFX is used for UI.

githubgraduation-2021

Join the GitHub Graduation Yearbook and "walk the stage" on June 5.

handwritten-digit-classification-cnn

Handwritten digit classification using a Convolution Neural Network (CNN) implemented in tensorflow and keras respectively on MNIST Dataset. Accuracy: 99.1%

handwritten-digit-generator-dcgan

A Deep Convolutional Generative Adversarial Network (DCGAN) trained on the MNIST dataset, and used to generate handwritten numbers.

hangman

A two player android application for the game of Hangman.

hr-analytics-case-study

Extensive EDA and predective modelling for employee attrition.

invisibilitycloak

Have you ever seen Harry Potter’s Invisible Cloak? Here is my attemp at creating one using an image processing technique called Color detection and segmentation, with OpenCV.

mindstone-d

An android application for mental well being. It comes along with a login module, a personality test, diagnosis test for various mental illnesses, contact listing of doctors, mood boosters (songs, memes, stories) and a knowledge vault, with key information regarding these illnesses.

neural-machine-translation-seq2seq

A seq2seq model using attention mechanism made for translating French to English.

recyclerview

signalsfrommars

A text based android adventure game, where the outcome is determined by your choices. Basically like Bandersnatch on Netflix :)

splitshare

An android application which allows users to create groups and connect with other users in an outing wherein payments need to be unequally split between members. Firebase has been used for authentication and db.

titanic-dataset

Studying the performance of different machine learning algorithms such as Decision Tree, Random Forest, KNN, SVM, Logistic Regression, Naive Bayes and Perceptron on a binary classification problem using the titanic dataset. (Logistic Regression Accuracy: 81%)

todo-list-react-django

transformer-chatbot

A transformer based TherapyBot made using TF2.0

urvi367.github.io

Visit my portfolio website at https://urvi367.github.io/!

virtual-mouse

Completely virtual mouse control by finger tracking using color detection and segmentation via webcam, using OpenCV.