Deep Space

This project aims to generate space pictures using images taken by the Hubble Telescope: https://www.spacetelescope.org/images/viewall/

I use a modified DCGAN (https://arxiv.org/pdf/1511.06434.pdf) to do so.

Here are some of the results:

Want to run or modify it yourself?

Feel free to edit the deep-art ipynb (the structure is all in there).

To generate your own images using the trained weights, download the best-model.pt file and run the generate ipynb.

Install:

Pytorch
Numpy

Please do not:

Sell the images
Use them without crediting me (Anand Chandra)

Contact me:

You can reach me at [email protected]