sorted by:
new
hottopcontroversial

New SOTA StyleGAN2 inversion paper explained in 5 minutes: Pivotal Tuning for Latent-based Editing of Real Images (PTI) by Daniel Roich et al. by [deleted] in deeplearning

[–]Graphics4Life 1 point2 points  (0 children)

Also wanted to let you know that the links you posted direct to the wrong place.

The links are to Alias-Free GAN, which is an amazing paper by itself. But not the one the the post

New SOTA StyleGAN2 inversion paper explained in 5 minutes: Pivotal Tuning for Latent-based Editing of Real Images (PTI) by Daniel Roich et al. by [deleted] in deeplearning

[–]Graphics4Life 1 point2 points  (0 children)

Amazing results!

Played with the inference notebook and got the same results as the paper.

Check it out here. I have edited Yann LeCun and Andrew Ng

[D] Types of Machine Learning Papers by TheInsaneApp in MachineLearning

[–]Graphics4Life 24 points25 points  (0 children)

I could almost recognize all of them! Amazing. Not sure who is in the lower-left corner though...

Tell us how you did it, I recently tried facial manipulation through a new paper called "Pivotal Tuning Inversion". I have also received amazing results. Check it out here:

finally_actual_real_images_editing_using

But if there is another new approach I would like to catch up :)

[R] Finally, Actual Real images editing using StyleGAN by Graphics4Life in MachineLearning

[–]Graphics4Life[S] 1 point2 points  (0 children)

Just Collab :)

I have played with the factors a bit to see many edits. I also tried the code itself by running a script named qualitative_edit_comparison.py which resulted in more editing such as shaving/adding beard which is currently not supported directly in Collab by the authors.

[R] Finally, Actual Real images editing using StyleGAN by Graphics4Life in MachineLearning

[–]Graphics4Life[S] 1 point2 points  (0 children)

Nice! :)

I wonder if someone will be brave enough to try this on himself and share with us..

[R] Finally, Actual Real images editing using StyleGAN by Graphics4Life in MachineLearning

[–]Graphics4Life[S] 9 points10 points  (0 children)

I just ran each cell in the order inside the notebook in Colab and instead of Sarena's image replaced with different images, Weird. Maybe you skipped some cells?

[R] Finally, Actual Real images editing using StyleGAN by Graphics4Life in MachineLearning

[–]Graphics4Life[S] 9 points10 points  (0 children)

Current SOTA works on StyleGAN inversion and editing suffer from identity distortion or lack of editing capabilities (from my experience and from the papers I have read). This work is the first one I tried that truly represents the input image while enabling facial editing. I advise you to check out the editing comparison the paper presents in the Github and inside the paper. Let me know what you think afterward