An AI-powered suite for exoplanet detection and analysis
https://exohunters.streamlit.app/
FITS Viewer:
> Used to view and analyse the Lightcurve FITS
> It can support Multi header FITS Files also
> We can Plot and Save the resuls from the Lightcurve FITS Files
> https://exohunters.streamlit.app/FITS_Viewer
LightCurve Analysis:
> In this page we can Upload Lightcurve and predict the Exoplanets
> Using Our AI model we are predicting the Exoplanet and Giving Output Verdict and Probability of that verdict
> Admin & Model management Window password : 2030
> In the Admin & Model management Window we can Manually Replace Other AI Model and Get predictions from them(.pt Extension is preferred)
> We can Reset the model To their Original model Config in the Reset Tab
> https://exohunters.streamlit.app/Light_Curve_Analysis
Tabular Model Analysis:
> We can use this page to Upload Either CSV files or We can manually input each parameters to get the predictions
> In batch analysis we can Upload Multiple csv files for predictions
> Admin & Model management Window password : 2030
> in the Admin & Model management Window We can replace the Default model with other AI model(.pkl Extension is preferred)
> We can retrain the model using Labeled data in this window
> We can reset to Default Model config Anytime we want
Model Metrics:
> In this Page we can see the Model metrics and Parameters of the Exocnn Model
> With that Metrics we can Understand the model easily
ExoCNN Features Page:
> This Page Tells about the Features and Capability of the Web application
Used Astroquery,MAST,Exofop for Lightcurve FITS Files
Used NASA KOI,K2 and TESS datasets and Lightcurve FITS Files for training
Repository and Website Created on 04-10-2025
Coauthored by M.Gurukasi And S.Mugeshkumar.
