I have a dcgan training on a dataset of living room images of 256 * 256 * 3 size. But for some reason, even after 10 epochs, after some uniform grayscale at the beginning, its output looks like this:
            
              
                
                  
                    [Album] Imgur
                  
                
                
              
            

Losses (sampled each batch) look like this:

Code is available at:

  
      
      GitHub
  
  
    

Grubzerusernameisavailable/DCGAN-pytorch 1

My code that doesnt work. Contribute to Grubzerusernameisavailable/DCGAN-pytorch development by creating an account on GitHub.


  
  
    
    
  
  


My guess is that something is wrong in my training code(Since i transfered from TF2.0 recently) and not completly sure that it is correct