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--- |
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title: ProfessionalAIAstronomyExplorer |
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emoji: 🌌 |
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colorFrom: indigo |
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colorTo: purple |
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sdk: gradio |
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sdk_version: "5.23.3" |
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app_file: app.py |
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pinned: false |
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--- |
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |
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# 🌌 Professional AI Astronomy Explorer |
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A professional-grade astronomy application that combines machine learning models with Google's Gemini AI to provide research-quality astronomical analysis and insights. |
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## Professional Features |
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### 📸 Advanced Image Analysis |
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Upload your astronomy images for multi-level analysis: |
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- **Basic Analysis**: Identifies celestial objects using a fine-tuned vision model |
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- **Professional Analysis**: Provides detailed scientific analysis using Google's Gemini Pro Vision |
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- **Customizable Research**: Define specific analysis parameters for research questions |
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The system can analyze various astronomical objects including: |
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- Galaxies and their morphological classifications |
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- Nebulae and star-forming regions |
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- Star clusters and stellar populations |
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- Planets and planetary features |
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- Solar phenomena and activity |
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- Deep-sky objects and their characteristics |
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- Cosmological features |
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### 🤖 Multi-Model AI Analysis |
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Get layered analysis of astronomical images: |
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- Standard ML classification for object identification |
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- BLIP captioning for basic descriptive text |
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- Gemini Pro Vision for research-grade scientific analysis |
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### 🔭 NASA Astronomy Picture of the Day |
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View NASA's Astronomy Picture of the Day with detailed explanations directly in the app. |
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### 🌠 Interactive Star Chart Generator |
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Create personalized star charts based on your location and chosen date, showing the night sky as visible from your position on Earth. |
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### ☀️ Space Weather Forecasting |
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Get 7-day predictions for: |
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- Solar activity levels |
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- Geomagnetic conditions |
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- Aurora visibility probability |
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- Solar flare likelihood |
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### 🪐 Professional Astronomy Knowledge Base |
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- **Enhanced Celestial Database**: Access comprehensive information about astronomical objects enhanced by Gemini Pro |
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- **Ask a Professional Astronomer**: Submit specific astronomy questions to get professional-grade answers from Gemini |
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- **Research-Quality Information**: Get scientifically accurate data suitable for educational and research purposes |
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## Technical Details |
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This professional application combines multiple AI technologies: |
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- **Google Gemini Pro & Gemini Pro Vision** for research-grade astronomical analysis |
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- **Hugging Face Transformers** for specialized astronomical image processing |
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- **Fine-tuned astronomy image classifier** for initial object identification |
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- **BLIP image captioning model** for basic descriptive text generation |
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- **NASA's APOD API** for daily astronomical content |
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- **Gradio** for the responsive, professional UI |
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- **Matplotlib** for scientific visualizations and star charts |
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## How to Use |
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1. Select the tab for the feature you want to use |
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2. Follow the instructions for each tool |
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3. Interact with the generated visualizations and information |
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## Getting Started |
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No installation required! Simply use the interactive interface to explore the features. |
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## Credits |
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- Astronomy image classification model: [matthewberryman/astronomy-image-classifier](https://huggingface.co/matthewberryman/astronomy-image-classifier) |
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- Image captioning: [Salesforce/blip-image-captioning-large](https://huggingface.co/Salesforce/blip-image-captioning-large) |
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- NASA APOD API: [api.nasa.gov](https://api.nasa.gov/) |
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- Google Gemini Pro: [Google AI Studio](https://aistudio.google.com/) |
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## License |
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MIT License |
