Aruntejreddy/hate_and_toxic_coments_detection

🛡️ ToxicShield AI - Multi-Label Toxic Comment Classification

📋 Project Overview

This MSc project implements a sophisticated multi-label toxic comment classification system using transfer learning with DistilBERT. The system detects six types of harmful content in online comments in real-time.

🎯 Features

• —Multi-label Classification: Detects 6 types of toxicity simultaneously
• —Real-time Inference: Fast prediction using DistilBERT
• —Interactive Web Interface: Built with Streamlit for easy demonstration
• —Export Capabilities: Download results as CSV
• —Academic-grade UI: Professional styling suitable for research presentation

🏗️ Architecture