danielroich/PTI

Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744

Jupyter NotebookPythonOtherimage-editinggenerative-adversarial-networkstyleganstylegan2-ada-pytorchgan-inversion
This is stars and forks stats for /danielroich/PTI repository. As of 29 Apr, 2024 this repository has 815 stars and 104 forks.

PTI: Pivotal Tuning for Latent-based editing of Real Images (ACM TOG 2022) Inference Notebook: Pivotal Tuning Inversion (PTI) enables employing off-the-shelf latent based semantic editing techniques on real images using StyleGAN. PTI excels in identity preserving edits, portrayed through recognizable figures — Serena Williams and Robert Downey Jr. (top), and in handling faces which are clearly out-of-domain, e.g., due to heavy makeup (bottom). Description Official Implementation of our PTI...
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