Replicate BlogAug 22, 2023, 12:00 AM

畫筆化為文字:文字生成圖像 AI 的演進簡史

Original: Painting with words: a history of text-to-image AI

On the occasion of the first anniversary of Stable Diffusion and Replicate's launch of Stable Diffusion XL (SDXL) fine-tuning services…

本文回顧了文字生成圖像(Text-to-Image)技術的演進歷程。從早期的 GAN 限制,到 2021 年 VQGAN+CLIP 掀起的社群藝術熱潮,再到 2022 年 DALL-E 2 與 Stable Diffusion 的爆發。隨著 Stable Diffusion 迎來一週年及 SDXL 的推出,開源社群與微調技術正以前所未有的速度重塑視覺創作。

On the occasion of the first anniversary of Stable Diffusion and Replicate's launch of Stable Diffusion XL (SDXL) fine-tuning services, this article provides an in-depth retrospective of the key milestones in the evolution of text-to-image AI technology over the past several years.

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