metadata

title: ProfessionalAIAstronomyExplorer
emoji: 🌌
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 5.23.3
app_file: app.py
pinned: false

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

🌌 Professional AI Astronomy Explorer

A professional-grade astronomy application that combines machine learning models with Google's Gemini AI to provide research-quality astronomical analysis and insights.

Professional Features

📸 Advanced Image Analysis

Upload your astronomy images for multi-level analysis:

Basic Analysis: Identifies celestial objects using a fine-tuned vision model
Professional Analysis: Provides detailed scientific analysis using Google's Gemini Pro Vision
Customizable Research: Define specific analysis parameters for research questions

The system can analyze various astronomical objects including:

Galaxies and their morphological classifications
Nebulae and star-forming regions
Star clusters and stellar populations
Planets and planetary features
Solar phenomena and activity
Deep-sky objects and their characteristics
Cosmological features

🤖 Multi-Model AI Analysis

Get layered analysis of astronomical images:

Standard ML classification for object identification
BLIP captioning for basic descriptive text
Gemini Pro Vision for research-grade scientific analysis

🔭 NASA Astronomy Picture of the Day

View NASA's Astronomy Picture of the Day with detailed explanations directly in the app.

🌠 Interactive Star Chart Generator

Create personalized star charts based on your location and chosen date, showing the night sky as visible from your position on Earth.

☀️ Space Weather Forecasting

Get 7-day predictions for:

Solar activity levels
Geomagnetic conditions
Aurora visibility probability
Solar flare likelihood

🪐 Professional Astronomy Knowledge Base

Enhanced Celestial Database: Access comprehensive information about astronomical objects enhanced by Gemini Pro
Ask a Professional Astronomer: Submit specific astronomy questions to get professional-grade answers from Gemini
Research-Quality Information: Get scientifically accurate data suitable for educational and research purposes

Technical Details

This professional application combines multiple AI technologies:

Google Gemini Pro & Gemini Pro Vision for research-grade astronomical analysis
Hugging Face Transformers for specialized astronomical image processing
Fine-tuned astronomy image classifier for initial object identification
BLIP image captioning model for basic descriptive text generation
NASA's APOD API for daily astronomical content
Gradio for the responsive, professional UI
Matplotlib for scientific visualizations and star charts

How to Use

Select the tab for the feature you want to use
Follow the instructions for each tool
Interact with the generated visualizations and information

Getting Started

No installation required! Simply use the interactive interface to explore the features.

Credits

Astronomy image classification model: matthewberryman/astronomy-image-classifier
Image captioning: Salesforce/blip-image-captioning-large
NASA APOD API: api.nasa.gov
Google Gemini Pro: Google AI Studio

License

MIT License