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Deep Learning based web application to automate tree enumeration in forest areas using satellite imagery.

Home Page: https://treesense.vipulchaturvedi.com

License: GNU Affero General Public License v3.0

HTML 0.25% CSS 0.02% JavaScript 0.02% Jupyter Notebook 99.71%
chartjs djikstra-algorithm googlemaps-api hackathon image-processing image-segmentation machine-learning pytorch reactjs sih

treesense-imaging's Introduction

Smart India Hackathon: TreeSense Imaging

Image Analytics for Tree Enumeration

The project aims to address the challenge of accurately enumerating trees in forest areas earmarked for diversion due to developmental projects by developing an image analytics system utilizing satellite imagery or aerial photographs to automate tree enumeration. Traditional methods are time-consuming and prone to errors, making it crucial to develop an automated solution.

Overview

The project includes a website with a landing page and a dashboard offering the following tools:

  • Tree Count: Allows accurate tree counting within designated forest areas.
  • Green Cover Estimator: Estimates green cover percentage.
  • Tree Species Identifier: Identifies tree species.
  • Optimal Pathing: Computes the optimal path between two points within the area.
  • Historical Data: Provides historical data for analysis and comparison.

Features

  • Landing Page: Showcases project overview with easy onboarding.
  • Dashboard: Offers toggle switches to access various tools.
  • Interface: User-friendly interface for easy interaction and exploration of results.
  • Integration: Seamless integration with forest management systems.
  • Visualization: Generates maps, reports, and visual representations of tree enumeration data.

Screenshots

Landing Page

Dashboard

Tree Count

Green Cover Estimator

Optimal Pathing

Historical Data

Getting Started

To start using the tools, visit the website and navigate to the dashboard here.

Contributions

Contributions are welcome! Please open a PR to get started on contributing to the project.

License

This project is licensed under GNU AGPLv3

treesense-imaging's People

Contributors

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