🌌 Welcome to IEAT

The Image Evaluation & Analysis Tool


🔭 What Is IEAT?

IEAT - Image Evaluation AI Tool, is an AI-powered astrophotography evaluator, born to from a shared vision by Ahmed Wegdan (Xee) and myself. An AI that evaluates your images based on the popular Astrobin.com rules for the Image of the Day (IOTD) without any human bias. It ranks images into four categories:

Category Meaning
🟡 IOTD Image of the Day – excellence at its peak
🔵 TP Top Pick – high-quality community selections
🟣 TPN Top Pick Nominee – worthy entries not selected
⚪ NonQualified Metadata issues or low signal yield

🧠 Why It Matters

IEAT helps astrophotographers learn what makes an image stand out. It’s designed to be a feedback engine, not just a judgment tool—encouraging growth, precision, and visual excellence.

⚙️ How It Works

  • Backend: Python, Flask, Gunicorn, OpenCV, PyTorch
  • Frontend: Gold-on-black UI themed for FL Astrophotography
  • Diagnostics: FWHM, cropping ratio, metadata resilience
  • Design: Graceful degradation and user-centered UX

📈 What’s Next

  • 📄 Diagnostic logging and PDF-style report exports
  • 🧪 Visual overlays for clarity
  • 🤝 Community nominations
  • 🛠 Metadata preprocessing & recovery

✨ Try IEAT. Learn. Level Up.

Ready to push your imaging to new heights? Let IEAT be your companion in beauty, clarity, and exploration.