CVPR '22 Oral | GitHub | arXiv | Project page Stable Diffusion is a latent text-to-image diffusion model. Thanks to a generous compute donation from Stability AI and support from LAION, we were able to train a Latent Diffusion Model on 512x512 images from a subset of the LAION-5B da...
conda create -n MADM python==3.10 conda activate MADM conda install pytorch==2.1.1 torchvision==0.16.1 torchaudio==2.1.1 pytorch-cuda=11.8 -c pytorch -c nvidia pip install -U openmim mim install mmcv==1.3.7 python -m pip install 'git+https://github.com/facebookresearch/detectron2.git...
A latent text-to-image diffusion model. Contribute to CompVis/stable-diffusion development by creating an account on GitHub.
A latent text-to-image diffusion model. Contribute to CompVis/stable-diffusion development by creating an account on GitHub.
[arXiv 2023]Paragraph-to-Image Generation with Information-Enriched Diffusion Model 相应的paper list在我的GitHub repo中也有收录,有需要的朋友可以参考。 SUR-Adapter SUR-Adapter一文出自《SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models》,目前这篇工作已经被ACM...
Paper: https://arxiv.org/abs/2208.12242 Homepage:https://dreambooth.github.io/ Practice:https://huggingface.co/blog/zh/dreambooth 一、研究背景 当前的 text-to-image模型得益于在大规模图像文本对上学到…
与现有方法相比,生成的结果一致,并且具有良好的视觉质量(FID减少30%,KID减少37%)。https://lukashoel.github.io/ViewDiff/ 2、NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging 布局感知的文本到图像生成,是一种生成反映布局条件和文本条件的多物体图像的任务。当...
2021年1月open AI,就是弄chat GPT的那个公司,在论文中宣布diffusion model在图像生成任务中打败了传统的GAN(生成对抗网络)2021年10月 github上开源公开了disco- diffusion模型,它是基于Open AI的Guided Diffusion项目研发的。它的功能就是完成从文字生成图片的任务。2022年8月“stability.AI” 开源了Stable Diffusion...
Text-to-image diffusion models can create stunning images from natural language descriptions that rival the work of professional artists and photographers. However, these models are large, with complex network architectures and tens of denoising iterations, making them computationally expensive and slow ...
Text-guided image editing can have a transformative impact in supportingcreative applications. A key challenge is to generate edits that are faithfulto input text prompts, while consistent with input images. We present ImagenEditor, a cascaded diffusion model built, by fine-tuning Imagen on text-gu...