This is some experimental notebooks utilizing unsupervised machine learning algorithms to "distinguish" stars in images.
In the ./Star_Classification directory, there are several notebooks named by the algorithms used. Each notebook contains a detailed explanation of the step-by-step process followed during the experiment.
-> Check out my Medium post where I share my thoughts two of these experiments: