Cat-Face-GAN-

I will be using basic GAN model to create cat face images. I hope to learn new methods along the way and come back to this project to pregressively improve my results!

In order to view the notebook, please go to https://nbviewer.jupyter.org/github/anthonydwan/Cat-Face-GAN-/blob/master/Cat%20Face%20GAN%20model.ipynb

Enjoy!

Sample Results

Comments and Conclusions

Currently, you may see that there are some resemblance of cat faces in the images but they are not satisfactory results:

1. there are few images that look like smears;
2. some indication of model collapse:
   1. the best results are quite similar;
   2. all results are of black or ginger coloured cats.

Next Steps

My next step is to learn about cycleGAN (and other more advanced techniques) and revisit this model.