An intelligent iOS plant care companion app that helps you nurture your indoor jungle with personalized care schedules, smart tools, and comprehensive plant database featuring 250+ plants with deta…

An intelligent iOS skincare analysis and recommendation app powered by AI, offering personalized skincare routines through advanced computer vision and machine learning capabilities.

Developed an Autonomous Driving System using the U-Net model for semantic segmentation, achieving 80% accuracy on the Cityscapes dataset. Processed video outputs with segmented objects for enhanced…

The report includes both technical details and practical insights, making it suitable for academic submission while also providing valuable insights for future implementations. I can add more speci…

This project implements extractive text summarization using the TextRank algorithm, which is inspired by Google's PageRank. It selects the most important sentences from a text by analyzing the rela…

A reinforcement learning implementation for autonomous vehicle navigation using Deep Q-Learning (DQN). This project demonstrates how to train an AI agent to navigate through obstacles to reach a goal.

The 2024 edition of The Nature of Code with p5.js. Includes Notion workflow and build system.

A comprehensive implementation of retail demand forecasting using LightGBM, featuring advanced time series feature engineering and custom evaluation metrics.

An immersive iOS story creation and reading app powered by AI, offering interactive storytelling experiences through advanced natural language processing and dynamic narrative generation.

A deep learning project using TensorFlow and OpenCV to detect face masks in real-time. Utilizes a Convolutional Neural Network (CNN) to classify images as mask-wearing or non-mask-wearing. 🧠📸

This machine learning project implements an advanced email spam detection system using Python and scikit-learn. By leveraging Multinomial Naive Bayes classification, the system accurately distingui…

This GitHub repository contains a Python Streamlit app that utilizes machine learning to convert speech to text. The app allows users to upload audio files (in WAV or MP3 format) and uses the Speec…

Advanced customer segmentation project using K-Means clustering to analyze customer behavior based on annual income, spending score, and age.

Comprehensive computer vision project demonstrating image processing, machine learning techniques, and digit classification using Python and advanced libraries.

A sophisticated machine learning solution to detect fake news using multiple classification algorithms. Identify the credibility of news articles with advanced text analysis techniques!

A sophisticated movie recommendation system that suggests films based on user ratings and collaborative filtering techniques. Get personalized movie suggestions based on viewing patterns and user p…

A comprehensive sentiment analysis tool that analyzes mobile product reviews using Natural Language Processing (NLP) techniques and provides detailed visualizations of customer sentiment patterns.

A comprehensive toolkit for visualizing various geometric transformations on both 2D shapes and images using Python. This project demonstrates fundamental geometric operations through interactive v…

This repository contains implementation of various deep learning approaches for the MNIST handwritten digit classification task, using both scikit-learn and Keras frameworks.

HumanVision-Detector is a real-time human detection system built with OpenCV and HOG (Histogram of Oriented Gradients) descriptor. The system can detect and count people in both images and video st…