NatureVigil is an innovative biodiversity conservation initiative that leverages machine learning models and community engagement to protect ecosystems. By integrating AI-driven monitoring tools with a gamified platform, we empower individuals to contribute meaningfully to environmental sustainability.
- Species Classifier: Identifies endangered species from images to combat poaching and habitat loss.
- Forest Health Predictor: Analyzes factors like tribal population growth and industrial expansion to forecast deforestation hotspots over time.
- Extinction Risk Analyzer: Predicts survival odds for wildlife using factors like invasive species and human encroachment.
- Aquatic Ecosystem Monitor: Tracks water health (pH, temperature, pollutants) to safeguard marine life.
- Gamified Platform: Students and colleges earn Green Coins for eco-friendly actions like planting trees or adopting solar energy.
- Academic Rewards: Redeem coins for academic credits or rank on leaderboards—making sustainability a shared mission.
- Global Biodiversity Insights: Share stories, track global biodiversity metrics, and learn through interactive maps.
- Researchers: Access real-time species data and predictive analytics.
- Students: Turn eco-actions into academic rewards.
- Policymakers: Utilize precision tools to enforce conservation laws.
- Clone the Repository: git clone https://github.com/yourusername/NatureVigil.git
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- Install Dependencies: pip install -r requirements.txt
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- Run the Application: python app.py
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This project uses a professional CI/CD pipeline powered by GitHub Actions.
- Automatic Testing: All backend models are tested using
pyteston every push and pull request. - Linting: Code style is checked with
flake8. - Docker Build & Push: If tests pass, a Docker image is built and pushed to DockerHub automatically.
- Code Checkout: The workflow checks out the latest code.
- Dependency Installation: Installs all Python dependencies.
- Testing: Runs all backend tests in the
tests/directory. - Linting: Checks code style with
flake8. - Docker Build: Builds a Docker image for the backend.
- DockerHub Push: Pushes the image to DockerHub for deployment.
This ensures that every change is tested, linted, and ready to deploy with no manual steps.
For more details, see the workflow file in .github/workflows/fullstack-ci.yml.
Distributed under the MIT License. See LICENSE for more information.
Your Name - your@email.com
Project Link: https://github.com/yourusername/NatureVigil