3 ms·
I think vector magic is the current state of the art: https://vectormagic.com/?=20 https://vectormagic.com/?=20 No one seems to have tried to leverage deep lea
by justinl33 3y ago
I think vector magic is the current state of the art: https://vectormagic.com/?=20 https://vectormagic.com/?=20
No one seems to have tried to leverage deep learning yet; either because they haven't thought of doing so, or it just wouldn't be worthwhile. image to SVG's are an inherently deterministic task, with not much room for the noisy error of most deep learning models like stable diffusion and such. I think algorithmic approaches are just better in this case - deep learning isn't always superior.
- gwern 3y agoRaster2vector is a researched area, going well back; most notable recent work would be StarVector https://browse.arxiv.org/html/2312.11556v1 https://browse.arxiv.org/html/2312.11556v1