这是一篇用GAN做文本生成图像(Text to Image、T2I)的论文,文章在2016年由Reed等人发布,被ICML会议录取。可以说是用GAN做文本生成图像的开山之作。 论文链接:https://arxiv.org/pdf/1605.05396.pdf 代码链接:https://github.com/zsdonghao/text-to-image ...
git clone https://github.com/kushalpatil1997/text_to_image_synthesis.git cd text_to_image_synthesis 1.2. Download the Dataset The model presented in the paper was trained on theflowers dataset. This To train the TAC-GAN on the flowers dataset, first, download the dataset by doing the follo...
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StageII GAN生成更高分辨率的图像,具有更令人信服的细节,以更好地反映相应的文本描述,且StageII GAN能够通过再次处理文本描述来纠正第一阶段结果的缺陷。 StackGAN与GAN-INT-CLS: StackGAN在IS分数和人类主观评分上面都比GAN-INT-CLS要好得多,图片尺寸大(256*256)且在细节方面(如鸟的喙、腹)更加真实。 StackGAN...
参考:文本生成图像!GAN生成对抗网络相关论文大汇总 (只看了摘要) 1. A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis 介绍了关于GAN生成对抗网络的相关Text-to-Image论
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的先验知识,在给定一个句子的情况下能够很好地生成对应语义的图片。然而当给定指定参考图片后,它们无法很好地生成在不同场景下类似的图片。
github:An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion (textual-inversion.github.io) Motivation 现有的图像生成模型可以根据用户的文本生成不同的图像,这种强大的能力已经可以生成各种各样的艺术创作,甚至可以用来设计新的产品。然而,单从用户的描述出发还是十分受限的,不...
ControlGAN。可以控制图片局部生成,一个word-level的generator。有github代码:https://github.com/mrlibw/ControlGAN。 4.CPGAN Full-Spectrum Content-Parsing Generative Adversarial Networks for Text-to-Image Synthesis content parsing。同时parse文本和图片。设计了一个memory structure。使用了一个conditional discrimi...
Operation ID: ConvertTextToSpeechWithSSML Convert text to speech by using Speech Synthesis Markup Language (SSML) Parameters 展開資料表 NameKeyRequiredTypeDescription SSML Text ssmlText True string The text in SSML format (e.g. power connector) Output Audio Format outputFormat string The ...
Operation ID: ConvertTextToSpeechWithSSML Convert text to speech by using Speech Synthesis Markup Language (SSML) Parameters 展开表 NameKeyRequiredTypeDescription SSML Text ssmlText True string The text in SSML format (e.g. power connector) Output Audio Format outputFormat string The non-...