Void Scanner

What is Void Scanner?

Void Scanner is a portfolio project demonstrating a web interface for astronomical anomaly detection and classification. It explores techniques for identifying unusual patterns in astronomical image data, allowing users to review and categorize potential anomalies in a streamlined workflow. This experimental tool showcases how modern web technologies could help in analyzing celestial data.

Key Features

• Intuitive Anomaly Review: Swipe through detected anomalies using our Tinder-style interface for quick classification.
• Image Processing: Upload and analyze astronomical images to detect potential anomalies.
• Data Synchronization: Keep your anomaly database updated with the latest detections and classifications.

Powered by Anomaly Reaper

Void Scanner's frontend interfaces with the Anomaly Reaper backend API, which provides powerful anomaly detection capabilities:

• FITS Image Processing: Processes astronomical image files from TESS (Transiting Exoplanet Survey Satellite) missions.
• AI-Powered Embeddings: Utilizes Google Vertex AI to generate embeddings from image data.
• PCA Analysis: Applies Principal Component Analysis to detect outliers and anomalies.

How to Get Started

To begin using Void Scanner, navigate to the tabs in the sidebar:

• Review Anomalies: Examine and classify detected anomalies
• Upload Images: Submit your own astronomical images for anomaly detection
• Admin Dashboard: View statistics and manage data synchronization