The artifacts classification with NotebookLM (with sample class alloy)
Автор: Muthumaniraj S
Загружено: 2025-09-10
Просмотров: 39
Описание:
Ever wonder what story an ancient artifact holds? I built an AI Archaeologist that can tell you! This project goes beyond simple image classification to provide a deep, multi-faceted analysis from a single photo.
In this video, I break down the entire full-stack application that transforms a simple image into a comprehensive archaeological report.
✨ KEY FEATURES ✨
🧠 AI Classification: A PyTorch (EfficientNetV2) model identifies 9 specific South Asian artifacts.
📜 Deep Context: The AI provides rich, detailed narratives on the artifact's era, materials, cultural significance, and technological markers.
⌛ Time & Space Analysis: Estimate an artifact's age with a built-in Carbon-14 calculator and discover real archaeological sites near you in Tamil Nadu (like Keezhadi & Adichanallur) using geospatial calculations.
📄 Automated PDF Reports: The tool synthesizes all findings into a professional, downloadable PDF report.
This project aims to show how AI can augment our understanding of history, turning a simple prediction into a story.
💻 Tech Stack: Python, Flask, PyTorch, ReportLab, Matplotlib
🔗 LINKS
GitHub Repo: https://github.com/Muthumaniraj26/art...
Medium Article: / beyond-prediction-i-built-an-ai-archaeolog...
Thanks for watching! If you found this project interesting, please like, comment, and subscribe for more.
#AI #Archaeology #Python #PyTorch #DataScience
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