Finetuning of GLIDE stable diffusion model for AI-based text-conditional image synthesis of dermoscopic images

Finetuning of GLIDE stable diffusion model for AI-based text-conditional image synthesis of dermoscopic images

BackgroundThe development of artificial intelligence (AI)-based algorithms and advances in medical domains rely on large datasets. A recent advancement in text-to-image generative AI is GLIDE (Guided Language to Image Diffusion for Generation and Editing). There are a number of representations avail...

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Bibliographic Details
Main Authors: Veronika Shavlokhova, Andreas Vollmer, Christos C. Zouboulis, Michael Vollmer, Jakob Wollborn, Gernot Lang, Alexander Kübler, Stefan Hartmann, Christian Stoll, Elisabeth Roider, Babak Saravi
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-10-01
Series:Frontiers in Medicine
Subjects:
GLIDE
text-to-image
stable diffusion
dermoscopy
cancer
dermatology
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1231436/full

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