how can i use it for my use case.

[alan-ai-learner]

My use case is I'm gonna pass a face image to the GAN model and it should return the same image with eyeglasses.
can i use your code to do it ? If yes , i need some suggestion.
Thanks .

[elvisyjlin]

Hi @alan-ai-learner, please try the celeba_128_eyeglasses pre-trained model. (1) Clone the repo. (2) Install all dependencies. (3) Download the pre-trained model and put it under ./results/. (4) Write an inference script like generate.py. You cannot use generate.py directly because it generates images with opposite attributes against the original images (labels).

[alan-ai-learner]

hey @elvisyjlin thanks for replying, but I tried the way you said, but the results are not that promising.
If you can suggest any different way that will be great.
Thanks in advance!

[elvisyjlin]

Sorry that I'm not sure about your "not that promising". Is the generated image has low quality? looks the same as input? or total a garbage?

Please understand that the model learns the distribution translation between with attribute A and without attribute A. However, it is quite a naive model with limited capacity. The results are not guaranteed to be perfect.

If you're looking for a stabler model which generates amazing images, StyleGAN is a good choice.