orpatashnik / StyleCLIP

Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

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I have a question About the eq.7 in paper

divided7 opened this issue · comments

Eq7:
$\left.\Delta s=\left{\begin{array}{cc}\Delta i_c\cdot\Delta i&\quad\text{if}|\Delta i_c\cdot\Delta i|\geq\beta\0&\quad\text{otherwise}\end{array}\right.\right.$
In my mind, the $\Delta i_c$ is $\Delta i[c]$, that's right?
So the $\Delta i_c$ is a number, and the $\Delta i$ is a vector?
So the $\Delta i_c$,c=1,2,...,512 ?
So$\Delta s$ have 512 vector?

Hi @divided7 ,
$\Delta i_c$ is the direction in CLIP image space implied by perturbing the $c$ channel in StyleGAN's $\mathcal{S}$ space.
Please refer to our video https://www.youtube.com/watch?v=PhR1gpXDu0w&t=470s for more details.