Pinned Repositories
amazon-product-availablity-checker
It is an Amazon product availability checker made using Python.
anomaly-detection-system
This repository contains a real-time anomaly detection system designed to monitor and detect anomalies such as unauthorized access, violence, or unusual activities using a webcam feed. The system leverages OpenCV for video processing, YOLO (You Only Look Once) for object detection, and a custom anomaly detection model built with PyTorch.
auto-clicker
An auto clicker using Python involves simulating mouse clicks at specific positions on the screen
cifar10-resnet-classification
This project focuses on classifying images from the CIFAR-10 dataset using a Residual Network (ResNet) architecture. The CIFAR-10 dataset consists of 60,000 32x32 color images in 10 classes, such as airplanes, automobiles, birds, cats, deer, dogs, frogs, horses, ships, and trucks.
dsh
A Command-Line Shell made using C++
jira-fetcher
Jira Data Extraction using Python
MoodMelody
MoodMelody detects human emotions in real-time using facial expressions and recommends music based on the detected mood. Users can choose to play the music either in a web browser or on a selected Spotify device.
TrafficVisionAI
TrafficVisionAI is a real-time driver assistance system that enhances road safety by combining traffic sign recognition, lane detection, and collision detection. Utilizing advanced computer vision techniques and machine learning models, TrafficVisionAI provides drivers with crucial information to make informed decisions on the road.
VisionNav
VisionNav is an advanced navigation system for visually impaired individuals, providing real-time voice-guided assistance using OpenCV, SLAM, YOLO for object detection, and Text-to-Speech. It supports multi-floor navigation and integrates Bluetooth beacons for precise indoor positioning.
CoolMetrix
This project uses satellite data to measure urban heat, vegetation, and air quality. It helps identify how much hotter cities are than their surroundings. This information guides efforts to make cities greener and cooler. It supports more sustainable urban planning.
mysticdebjit's Repositories
mysticdebjit/VisionNav
VisionNav is an advanced navigation system for visually impaired individuals, providing real-time voice-guided assistance using OpenCV, SLAM, YOLO for object detection, and Text-to-Speech. It supports multi-floor navigation and integrates Bluetooth beacons for precise indoor positioning.
mysticdebjit/TrafficVisionAI
TrafficVisionAI is a real-time driver assistance system that enhances road safety by combining traffic sign recognition, lane detection, and collision detection. Utilizing advanced computer vision techniques and machine learning models, TrafficVisionAI provides drivers with crucial information to make informed decisions on the road.
mysticdebjit/anomaly-detection-system
This repository contains a real-time anomaly detection system designed to monitor and detect anomalies such as unauthorized access, violence, or unusual activities using a webcam feed. The system leverages OpenCV for video processing, YOLO (You Only Look Once) for object detection, and a custom anomaly detection model built with PyTorch.
mysticdebjit/clock
Clock made using JavaScript
mysticdebjit/fictional-character-battle-analysis
This repository features a comprehensive analysis of fictional character battle outcomes from Marvel and DC Comics. Using attributes like strength, speed, and special abilities, we predict battle results with machine learning models. The detailed Jupyter Notebook includes data preprocessing, modeling, and scenario simulations.
mysticdebjit/mysticdebjit.github.io
This is my GitHub Page
mysticdebjit/startpage
My Customized Browser Homepage
mysticdebjit/MoodMelody
MoodMelody detects human emotions in real-time using facial expressions and recommends music based on the detected mood. Users can choose to play the music either in a web browser or on a selected Spotify device.
mysticdebjit/Brain-Tumor-Detection
This repository contains a project that leverages deep learning techniques to automate the detection of brain tumors from MRI images. Using a Convolutional Neural Network (CNN), the model is trained to classify MRI images into two categories: images with brain tumors and images without brain tumors.
mysticdebjit/chatgpt-reviews-analysis
This repository contains an in-depth analysis of ChatGPT Android App user reviews, including sentiment analysis, temporal trends, score distribution, and thumbs up analysis, to gain insights into user feedback and improve the app experience.
mysticdebjit/CN-LAB
Repository containing the programs done in CN Lab in 5th Semester
mysticdebjit/conversations-analysis
This repository contains an in-depth analysis of the OpenLeecher/GPT4-10k dataset, featuring 100 conversations on coding, debugging, storytelling, and science. Utilizes NLP techniques for sentiment analysis, entity recognition, clustering, and summarization to uncover key themes and insights for conversational AI and NLP research.
mysticdebjit/customer-segmentation-analysis
This repository contains a comprehensive analysis of customer data to identify distinct segments for targeted marketing, improved satisfaction, and increased sales. Includes data preprocessing, exploratory data analysis, KMeans clustering, and segment profiling. Technologies: Python, pandas, numpy, matplotlib, seaborn, scikit-learn.
mysticdebjit/cyber-security-analysis
This repository features an in-depth analysis of a refined cyber security attacks dataset. It includes exploratory data analysis, correlation analysis, clustering, predictive modeling, anomaly detection, and advanced techniques to uncover insights and patterns, aiding in the development of effective cyber security strategies.
mysticdebjit/Domestic-Violence-Analysis
This repository contains an in-depth analysis of domestic violence against women in a specific rural area of a developing country. The goal is to understand the correlation between various socio-economic factors and domestic violence, providing insights for effective interventions and policies.
mysticdebjit/forage-jpmc-swe-task-3
Starter repo for task 3 of JPMC's Forage program
mysticdebjit/gitfolio
Website showing all of my GitHub projects.
mysticdebjit/global-ev-sales-analysis
This repository contains an in-depth analysis of global electric vehicle (EV) sales data from 2010 to 2024. The analysis encompasses data cleaning, exploratory data analysis (EDA), visualizations, and advanced statistical methods to provide insights into the trends, regional distribution, and factors influencing EV sales.
mysticdebjit/linkhub
Website showing all my Social Media Links
mysticdebjit/mbpp-analysis
This repository contains a comprehensive analysis of the Mostly Basic Python Problems (MBPP) dataset. This project explores problem descriptions, code solutions, complexity metrics, and common programming concepts using a Jupyter notebook.
mysticdebjit/multirc-nlp-analysis
This repository contains a comprehensive Jupyter Notebook for analyzing the MultiRC dataset, featuring data preprocessing, exploratory data analysis, TF-IDF feature engineering, model building with Logistic Regression and BERT, and model interpretability using LIME.
mysticdebjit/mysticdebjit
Readme
mysticdebjit/Natural-Disaster-Analysis
This repository contains an in-depth analysis of natural disaster events from 1900 to 2023. Using data sourced from the International Disaster Database (EM-DAT) of the Centre for Research on the Epidemiology of Disasters (CRED), this project aims to uncover trends, patterns, and correlations in natural disaster occurrences over time.
mysticdebjit/online-gaming-behavior-analysis
This repository contains an in-depth analysis of player behavior in online gaming environments using a comprehensive dataset. The analysis includes exploratory data analysis (EDA), predictive modeling, hyperparameter tuning, and model comparison to identify key factors influencing player engagement levels and retention.
mysticdebjit/OratorAI
This repository contains OratorAI, an advanced voice assistant leveraging OpenAI's Whisper for speech-to-text and Piper for text-to-speech. It offers customizable voices and dynamic AI-driven conversations, making it ideal for real-time interaction.
mysticdebjit/register
Grab your own sweet-looking '.is-a.dev' subdomain.
mysticdebjit/upi-transactions-analysis
This repository contains an advanced analysis of UPI (Unified Payments Interface) transaction data. The analysis includes predictive modeling, anomaly detection, transaction pattern analysis, and detailed visualizations to explore transaction trends, identify potential fraud, and gain meaningful insights.
mysticdebjit/VisionFusion
This repository Contains the project VisionFusion we have done during DAA LAB 5th Semester
mysticdebjit/waiters-tips
This repository contains an advanced analysis of a waiter's tips dataset, meticulously recorded over a few months while working at a restaurant. The analysis includes exploratory data analysis (EDA), data preprocessing, and building various machine learning models to predict the tip amount.
mysticdebjit/website
This is my personal website.