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A Small Dataset to Demonstrate Star vs Galaxy Classification With Neural Networks

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astroesteban/star-galaxy-classification

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Star vs Galaxy Classification

A machine learning project demonstrating the classification of images between stars and galaxies.

Description

This project is a small demonstration of using a convolutional neural network to classify a dummy dataset of star and galaxy images. The purpose is to simply demonstrate good enough classification metrics for even a dataset with 4,000 images using the Fast.AI library.

See the jupyter notebook for more details.

Getting Started

Dependencies

  • Docker

Acknowledgments

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A Small Dataset to Demonstrate Star vs Galaxy Classification With Neural Networks

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