how to generate pair data? about freezeg HOT 4 CLOSED

Hi, I added a script for the paired image generation. code

python generate_pair.py --sample 5

gives this:

from freezeg.

Thank for your answer, your generate_pair.py script can generate pair data perfectly. But if I want to generate pair data from a specific picture, what can I do to achieve this goal? As metioned in question, I get latent vector by step 1, then generate face2art picture with face2met_10k.pt model(set input_is_latent=True), but the art picture is something wrong in style，to verify the correctness of latent vector, I use it to generate picture with 550000.pt model and the result is correct. I cann't find the diffrence between your script and mine, and why my face2art picture is wrong in style?(from left to right:ffhq picture/project picture/face2art picture)

from freezeg.

I guess it's related to the domain of the latent code. Latent code obtained from the default projection method is not quite editable. You may want to use in-domain inversion methods or image2stylegan variants. Or you can try different latent codes for the finetuned layers as in gradio_app.py. In that way, you can explore the latent space and see what is going on.

from freezeg.

Thanks for your advice, I will try!

from freezeg.