What is FairSense-AI?

FairSense-AI is a cutting-edge, AI-driven platform designed to promote transparency, fairness, and equity by analyzing bias in textual and visual content. Built with sustainability in mind, it leverages energy-efficient AI frameworks to ensure an eco-friendly approach to tackling societal biases.

• FairSense-AI on PyPI

• Quick Tutorial on Google Colab T4

Highlights

• 🔍 Bias Analysis: Tools to identify and analyze bias in text and images.

• ⚠️ AI Risk Management: Identifies potential AI risks and provides structured risk assessments and mitigation strategies

• 🌱 Green AI: Optimized energy use of LLMs to reduce environmental impact.

Contents:

• Installation and Setup
  • Step 1: Install Supporting Tools
  • Step 2: Install FairSense-AI
  • Tutorial on Local Inference & Setup
• Quickstart Code Examples
• Bias Detection Tutorial
  • Additional Setup in Colab
• Usage Instructions
  • Features
• AI Risk Management
  • References
• API Reference
  • Bias Analysis
    • analyze_text_for_bias()
    • analyze_image_for_bias()
    • analyze_text_csv()
    • analyze_images_batch()
  • AI Risk Management
    • ai_governance_response()
  • AI Safety Dashboard
    • display_ai_safety_dashboard()
• Troubleshooting
• License
• Team