Classification of Galaxies using Transfer Learning
Shivendra Pratap Singh, Vanshika Singh, Vishal Prajapati, Vishnu Sharma, Jaya Sinha, Rani Astya · 2022
Deep Learning is changing our world in a way that we never imagined before. In order to solve and reduce the misclassification of galaxy due to lack of abundance of data we focus to classify Galaxies accurately. We studied different deep learning models for classification of galaxy using transfer learning approach. We tried to improve traditional classification algorithms like Convolutional Neural Network and K-Nearest Neighbor for morphology of galaxies with transfer learning approach. A lot of Machine Learning, deep learning traditional models were explored by us to find optimal algorithm which can yield better result for classification scenarios in terms of accuracy and speed.