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Anmol Singhal's Projects

cs550 icon cs550

Machine Learning Course at IIT Bhilai

imshare icon imshare

A P2P File sharing system similar to Torrent, where users can seed[upload] or download files simultaneously. Currently I have implemented a browser based client in react js which utilizes web workers to paralelly upload/download files. Backend is implemented in Node Js. Entire application is powered by the magic of Socket Programming.

intelligent-document-processing-system icon intelligent-document-processing-system

🔎📚 This document processing system is designed to efficiently analyze user documents and provide accurate responses to user queries related to the content. Powered by advanced algorithms, it offers a seamless experience for users seeking insights or information within their documents.

median-filtering-detection-using-local-difference-descriptor icon median-filtering-detection-using-local-difference-descriptor

Discover image forensics in "Robust-Median-Filtering-using-Local-Difference-Descriptor"! Implemented from Niu et al.'s paper, our method detects median filtering traces using local difference descriptors, LBP, and PDM. Outperforms existing detectors, especially in local median filtering tampering. 🔍📸

network-anomaly-detection icon network-anomaly-detection

Explore Network Anomaly Detection Project 📊💻. It achieves an exceptional 99.7% accuracy through a blend of supervised and unsupervised learning, extensive feature selection, and model experimentation. Stunning data visualizations using synthetic network traffic data offer insightful representations of anomalies, enhancing network security.

networking-playground icon networking-playground

Welcome to our networking haven! 🌐 Explore "Computer-Networks-Socket-Programming-Applications" for UDP simulations with random packet loss and dynamic intervals, TCP-based file transfers, and inter-process communication. Our TCP Client Server supports both IPV4 and IPV6. 🚀 Join us in decoding the magic of computer networks! 💻✨

realtime-virtual-avatar-creator icon realtime-virtual-avatar-creator

Introducing our Virtual Skull Avatar Creator driven by Deep Learning magic! 🧠💀 Experience real-time mirroring: laugh, emote, move — your avatar follows suit. Complete with immersive sound effects. Unleash your expressions like never before! 🎭🔮

search-engine-ir-application icon search-engine-ir-application

Welcome to our Search Engine project! 🚀🔍 Explore inverted index, TF-IDF scoring, and Elasticsearch comparison. Optimize MAP with pseudo relevance feedback. Compare document ranking models and evaluate classifiers. Dive into code and results! 💻📚

self-driving-car-ai icon self-driving-car-ai

Explore the NEAT Self-Driving Car AI repo! 🚗💨 Powered by Genetic Algorithms & Neural Networks, it evolves driving strategies in realistic simulations. Train, evaluate, and customize for diverse driving challenges. Join us in shaping the future of autonomous vehicles! 🤖🔥

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