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  ExoHunters

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  Confirmed Exoplanet vs False positive Lightcurves By our model

ExoCNN

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

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.

Built With

• python