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🛰️ AMBARAM SENTINEL VERSION 3.1.0

AI WEATHER PREDICTION MODEL FOR EXTREME WEATHER EVENTS

Minor Project II (NCS4653) | Group: 203 (D)

Python Framework AI Model Data


📖 About The Project

Ambaram Sentinel is a specialized meteorological dashboard designed to track, visualize, and predict extreme weather events using high-resolution satellite telemetry.

Sourced from MOSDAC (ISRO), the system parses raw HDF5/HE5 satellite data from INSAT-3D/3DR to monitor Cyclones, Heatwaves, Coldwaves, and Monsoons.


⚡ Key Features

  • 3D Geospatial Visualization: Interactive globes via PyDeck.
  • AI Forecasting: Custom PyTorch Neural Network for intensity shifts.
  • Local Database: Runs on a zero-dependency SQLite backend.

📄 Project Documentation


🚀 Installation

  1. Clone & Environment:
    python -m venv .venv
    .venv\Scripts\activate
    pip install -r requirements.txt

About

Minor Project on the topic of "AI Weather Prediction Model for Extreme Weather Events." Version 3.1.0

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