Vinit Mehra's repositories
A-Recommendation-system-for-Facial-Skin-Care-using-Machine-Learning-Models
Transforming skincare recommendations: our hybrid system combines KNN, CNN, and EfficientNet B0 for personalized advice. Published in IEEE, with 80% validation accuracy and 87.10% training accuracy.
Image-to-text-chrome-extension
Chrome extension: OCR for any text in images or videos on your browser. Uses Tesseract OCR and image preprocessing for accuracy. Capture, crop, convert, and download text in seconds.
Optimizing-Real-Time-Path-Planning-for-NPC-Navigation-Leveraging-CentA--Algorithm
CentA*, an A* algorithm extension, revolutionizes NPC pathfinding in Unreal Engine 5. Optimal start and end node selection improves efficiency. Developed with Blueprints and C++, it introduces diverse enemy behaviors via a behavior tree. Balancing accuracy and efficiency accommodates obstacles, dynamic environments, and multiple agents.
Udaipur-Rainfall-prediction-using-Time-Series-analysis
In this project we see time series analysis Seasonal Autoregressive Integrated Moving Average (SARIMA) model to predict the rainfall in Udaipur district of Rajasthan, India.
--Deep-Learning-for-Fashion-MNIST--Accessory-Classification-Project
This repository contains Python code to classify fashion items using a Convolutional Neural Network (CNN) implemented with TensorFlow and Keras. It includes data preprocessing, model building, training, evaluation, and visualization of results.
AI-Powered-Text-Generation-and-Sentiment-Analysis-Dashboard
This Flask web application performs text sentiment analysis and text generation based on user input. Users can input text, and the application will analyze its sentiment using NLTK's Vader sentiment analysis tool and generate additional text using the GPT-2 model.
AI-Virtual-Keyboard
AI project - Experience seamless mixed reality with our project. Using OpenCV and Python, we've crafted a gesture-enabled virtual keyboard controlled by finger movements and tips through a webcam.
Analyzing-Wine-Quality--Central-Tendencies---ML
This project focuses on analyzing wine quality using a dataset containing various chemical properties of wines. The goal is to explore the dataset, understand its central tendencies, and develop machine learning (ML) models to predict wine quality based on these features.
ANN-Classification-model-to-predict-the-Customer-Churn
This repository contains code for predicting customer churn using an Artificial Neural Network (ANN).
Data-analysis---NSE-MNC-Revenue-21-23
This repository contains the code and data for analyzing revenue trends of NSE-listed multinational corporations (MNCs) in India. The analysis focuses on understanding the revenue performance of these companies and assessing their profitability.
Game-Store-DBMS
To make a Online Game Store Management System using a Database Management System.
Multi-Client-Server-Hand-Cricket-game
A game called Multi Client Hand Cricket game is built using socket programming. It’s a two-player game where two players show scores on their respective fingers.
Skyn
An application that recommends personalised skincare and makeup products based on the skin metrics inferred from user's selfie using computer vision algorithms.
Sentiment-Analysis-with-IMDb-Movie-Reviews
This project performs sentiment analysis on IMDb movie reviews using Python and the Natural Language Toolkit (NLTK) library. The goal is to classify movie reviews as positive or negative based on their text content.
Simple-CRUD-App-Backend
This project covers the development of a CRUD (Create, Read, Update, Delete) API using Node.js, Express, and MongoDB. Below is a breakdown of the tutorial along with the associated code snippets.
Tableau-Dashboards
This repository contains a collection of various Tableau workbooks showcasing different data analyses, visualizations, and findings.