FutureValuEstate

AI-powered real estate valuation forecasting for Japanese prefectures using CNN models.

PythonStreamlitCNNDjango

Overview

AI-powered real estate valuation forecasting system built during the Status Code 0 hackathon at IIIT Kalyani. Used Convolutional Neural Networks to predict property values across Japanese prefectures, with a Streamlit dashboard for interactive visualization.

Key Achievements

  • Status Code 0 Hackathon Finalist
  • CNN-based property valuation
  • Interactive Streamlit dashboard
  • Multi-prefecture forecasting

Tech Stack

  • Python -- primary language for ML model development
  • Streamlit -- rapid prototyping of interactive data dashboards
  • CNN -- convolutional architecture for spatial feature extraction from property data
  • Django -- web framework for backend API and data serving
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