In the field of personalized image generation, the ability to create
images preserving concepts has significantly improved. Creating
an image that naturally integrates multiple concepts in a cohesive and visually appealing composition can indeed be challenging.
This paper introduces "InstantFamily," an approach that employs
a novel masked cross-attention mechanism and a multimodal embedding stack to achieve zero-shot multi-ID image generation. Our
method effectively preserves ID as it utilizes global and local features from a pre-trained face recognition model integrated with text
conditions. Additionally, our masked cross-attention mechanism
enables the precise control of multi-ID and composition in the generated images. We demonstrate the effectiveness of InstantFamily
through experiments showing its dominance in generating images
with multi-ID, while resolving well-known multi-ID generation
problems. Additionally, our model achieves state-of-the-art performance in both single-ID and multi-ID preservation. Furthermore,
our model exhibits remarkable scalability with a greater number of
ID preservation than it was originally trained with.
Hi! You could still use the extension to quickly inspect things, to understand how other websites are designed, or you could also use on your own website when debugging CSS or making fast edits (it's possible to edit the CSS with the extension).
Hi, @lelandfe, there's an answer for that on our FAQ:
* How is this better than "Computed Styles"?
> When you copy CSS from “Computed Styles”, aside from the declarations being longhand and bloated, it transforms all measurement units such as %, em, rem in pixels (px). This could break your website on mobile devices.
"Computed Styles" also don’t give you pseudo-classes, pseudo-elements, media queries, and keyframes styles, and don't copy multiple elements at once. CSS Scan does, and it gives you the original units and everything you need effortlessly.
it currently integrates with: - Stripe - Gumroad - RevenueCat
lmk if you need more integrations! (or feel free to open PRs)