Classify Galaxy Images

Classify images of galaxies into either Elliptical or Spiral classes with convolutional neural networks.

Project Details

  • Flatiron School
  • Tech:Pandas, Keras

Details

  • Trained CNN on 30,000 images and tuned hyperparameters; achieved 80% accuracy on test data.
  • Implemented transfer learning; trained a custom fully-connected classifier on top of InceptionV3.