IP-AdapterThe image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.
IP-Adapter基本信息
IP-Adapter介绍
IP-Adapter是一种有效且轻量级的适配器，用于为预训练的文本到图像扩散模型实现图像提示功能。IP-Adapter只有22M个参数，可以达到与微调的图像提示模型相当甚至更好的性能。IP-Adapter不仅可以推广到从相同基础模型微调的其他自定义模型，还可以与现有的可控生成工具一起实现可控生成。此外，图像提示还可以与文本提示配合使用，完成多模态图像生成。
以下是 IP-Adapter 在第三方项目中的使用情况：IP-Adapter for WebUI、IP-Adapter for ComfyUI、IP-Adapter for InvokeAI、IP-Adapter for AnimateDiff prompt travel、Diffusers_IPAdapter 和 Official Diffusers。此项目旨在积极影响基于人工智能的图像生成领域，但用户需要遵守当地法律并负责任地使用。如果您发现 IP-Adapter 对您的研究和应用有用，请引用提供的 BibTeX。
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