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Legal Judgment Prediction System Using Machine Learning
This Research Describes The Design And Implementation Of A Machine Learning-based Legal Judgment Prediction System That Includes Past Case Retrieval And Legal Reasoning Methods. Traditional Legal Research Relies On Manual Case Analysis And...
SAFEHEAVEN – WOMEN SAFETY APPLICATION USING REAL-TIME INTELLIGENT ALERT SYSTEM
Women’s Safety Is A Critical Issue In Modern Society, Especially In Urban And Semi-urban Environments Where Immediate Assistance Is Often Delayed. This Paper Presents SafeHeaven, A Mobile-based Women Safety Application Designed To Provide R...
Portable SOC Log Analyzer For Isolated Networks (Offline SIEM Lite)
The Growing Complexity Of Cyber Threats Has Increased The Importance Of Continuous Monitoring And Analysis Of System Logs. Analyzing System Logs Reveals Patterns Of Activity That Help Uncover Unusual Behaviour And Possible Security Issues....
SMART MULTI-RESTAURANT FOOD ORDERING AND DELIVERY SYSTEM
The Smart Multi-Restaurant Food Ordering And Delivery System Is An Advanced Food Delivery Platform Built To Overcome The Limitations Of Traditional Single-restaurant Ordering Applications. The System Allows Users To Order From Multiple Rest...
COLLEGE MANAGEMENT SYSTEM
The College Management System Developed Using The MERN Stack (MongoDB, Express.js, React.js, And Node.js) Is A Comprehensive Web-based Application Designed To Automate And Streamline Academic And Administrative Activities In Higher Educatio...
Driver Drowsiness Detection Using Machine Learning
Driver Drowsiness Is One Of The Leading Causes Of Road Accidents Worldwide, Posing A Significant Threat To Human Life And Road Safety. This Paper Presents A Real-time Driver Drowsiness Detection System Employing Convolutional Neural Network...
AI-Powered Twitter Content Moderation Using SBERT, CNN And Bi-LSTM With Severity-Based Alert System
Social Media Platforms Such As Twitter (now X) Generate Large Volumes Of Real-time Content, Including Spam, Malicious Links, And Harmful Messages. The Rapid Spread Of Such Content Poses Significant Challenges For Manual Moderation Due To Hi...
TRANSGUARD-RT: A REAL-TIME TRANSFORMER-DRIVEN INTRUSION DETECTION SYSTEM USING LIVE NETWORK TRAFFIC ANALYTICS
The Rapid Expansion Of Internet-based Communication And Interconnected Digital Infrastructures Has Significantly Increased Exposure To Advanced Cyber Threats, Including Malware Infiltration, Phishing Attempts, Denial-of-service Attacks, And...
AI-Based Surveillance System For Abandoned Object Detection Using YOLOv8
The Proliferation Of Surveillance Infrastructure Across Transportation Hubs, Commercial Complexes, And Civic Spaces Has Not Been Matched By A Proportional Improvement In The Capacity Of Human Operators To Effectively Monitor Multiple Video...
Cyber Threat Intelligence System Using CNN-LSTM Deep Learning Model
Cyber Threat IntelligenceThe Rapid Evolution Of Cyber Threats, Including Malware, Phishing Attacks, Distributed Denial Of Service (DDoS), And Advanced Persistent Threats, Has Made Traditional Security Mechanisms Less Effective. Conventional...
Structural Analysis And Feasibility Design Of Pervious Baffle Walls In Sewer For Wastewater Treatment
This Research Investigates The Structural Analysis And Feasibility Of Foam-based Pervious Baffle Walls For Wastewater Treatment Applications. Conventional Baffle Walls Are Impermeable And Subjected To High Hydrostatic Pressure, Leading To C...
AI-Synthesised Solo Podcast Platform For Knowledge Enhancement
Digital Content Creation Has Seen A Massive Surge, Yet Solo Creators Often Face Technical Hurdles In Scriptwriting And Professional Audio Production. This Paper Presents 'Podcastr', An Innovative Platform Designed To Automate The End-to-end...
REAL-TIME VIOLENCE DETECTION SYSTEM USING YOLOV11 AND DEEP LEARNING
The Widespread Deployment Of Surveillance Systems Has Resulted In Continuous Generation Of Large-scale Video Data, Creating Challenges In Timely Identification Of Violent Incidents Such As Physical Assaults And Aggressive Behavior. Conventi...
An Integrated Real-Time Road Surveillance System Using YOLOv8 For Multi-Class Object Detection
The Growing Number Of Road Accidents Worldwide Necessitates The Deployment Of Intelligent Systems Capable Of Continuously Monitoring Roadway Conditions. This Paper Introduces A Comprehensive Computer Vision Framework Designed To Detect Vari...
Traffic Signal Violation Detection System
Managing Traffic At Busy Intersections Has Become Increasingly Challenging Due To Frequent Signal Violations By Drivers. Ignoring Red Signals Often Leads To Unsafe Road Conditions And Traffic Disturbances. To Address This Issue, This Projec...