https://github.com/mohammadumar5/spectron

https://github.com/mohammadumar5/spectron

app electron fastapi firebase opencv python3 react remote-sensing satellite-imagery sentinel typescript

Last synced: 11 months ago
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• Host: GitHub
• URL: https://github.com/mohammadumar5/spectron
• Owner: MohammadUmar5
• Created: 2025-07-09T17:45:43.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2025-07-18T14:37:48.000Z (11 months ago)
• Last Synced: 2025-07-18T19:01:12.598Z (11 months ago)
• Topics: app, electron, fastapi, firebase, opencv, python3, react, remote-sensing, satellite-imagery, sentinel, typescript
• Language: Python
• Homepage: https://spectron-ai.vercel.app/
• Size: 1.62 MB
• Stars: 1
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# 🌍 Spectron

**Spectron** is an offline, self-contained desktop application for detecting land cover and vegetation changes using multi-temporal LISS-4 and Sentinel imagery. Designed for simplicity and accuracy, Spectron enables users to select an Area of Interest and dates, then automatically processes satellite data to generate intelligible, false-alarm–resistant change maps.

## 👥 Team Members

| Name        | GitHub Profile                                   |

| --------------- | ------------------------------------------------ |

| Mohd Umar Warsi  (Lead) | [Link](https://github.com/MohammadUmar5)    |

| Mohd Aqdas Asim      | [Link](https://github.com/MohdAqdasAsim)    |

| Sameer                | [Link](https://github.com/SameerKhan9412)    |

| Saurav Singh      | [Link](https://github.com/South-IN)    |

## 🛠️ Tech Stack

**Frontend**

* React

* Tailwind CSS

* TypeScript

* Leaflet.js

**Backend**

* Python

* FastAPI

* NumPy

* Rasterio

* GDAL

* OpenCV

* SQLite

## 🚀 Features

* 🗺️ **AOI Selection**

  Draw or select your Area of Interest directly on the map.

* 🗓️ **Date-Based Comparison**

  Compare multi-temporal imagery to detect environmental change.

* 📡 **Automated Satellite Image Retrieval**

  Retrieves relevant imagery (LISS-4/Sentinel) based on user input.

* 🚨 **Smart Alerts**

  Get notified of significant vegetation or land cover changes.

* 🍃 **Change Detection**

  Uses NDVI and spectral band differencing for reliable results.

* 📊 **Summarized Reports**

  Generate statistics, summaries, and visual reports of change.

## 📦 Getting Started

1. **Clone the Repository**

   ```bash

   git clone https://github.com/MohdAqdasAsim/Spectron

   cd Spectron

   ```

2. **Setup Backend**

   ```bash

   cd backend

   python -m venv .venv

   source .venv/bin/activate  # or .venv\\Scripts\\activate on Windows

   pip install -r requirements.txt

   python3 main.py

   ```

3. **Setup Frontend**

   ```bash

   cd frontend

   npm install

   npm run dev

   ```

## 📌 License

This project is for academic and research purposes only. For licensing or deployment inquiries, please contact the authors.