README.md

metadata

title: HateShield Backend
emoji: 🛡️
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false

HateShield Backend API

Bilingual hate speech detection system using ensemble ML models.

Features

• English & Bengali hate speech detection
• Document analysis (PDF, DOCX, TXT)
• URL content scraping
• Real-time confidence scoring

API Endpoints

• POST /analyze/text - Analyze text input
• POST /analyze/url - Analyze URL content
• POST /analyze/document - Analyze uploaded documents
• GET /health - Health check

Tech Stack

• FastAPI
• Transformers (Hugging Face)
• scikit-learn
• PyTorch