When AttnGAN is applied to a text-to-image generation task in different image domains such as clipart, the output images are simpler than the high-resolution natural images that AttnGAN originally assumes. Therefore, we propose a lightweight AttnGAN aiming at reducing the training computational ...
Clipart Animation with Text-to-Video Priors Ronghuan Wu1 · Wanchao Su2 · Kede Ma1 · Jing Liao1 Received: 31 March 2024 / Accepted: 18 November 2024 © The Author(s) 2024 Abstract Clipart, a pre-made graphic art form, offers a convenient and efficient way of illustrating visual con...
现有的大规模图像扩散模型训练数据集,如LAION-5B,缺乏手动注释或OCR结果。其次,如刘等人(2023年)所指出的,开源扩散模型中使用的文本编码器,如CLIP文本编码器,采用基于词汇的分词器,无法直接访问字符,导致对单个字符的敏感性降低。最后,大多数扩散模型的损失函数旨在提高整体图像生成质量,而缺乏针对文本区域的专用监督。
在AI应用领域,图像是业界公认最内卷的方向之一,以至于出现很多硕博同学花了几年时光,刚基于当时的SOTA(State Of The Art,业内用于表示“效果最好的方法”),取得了一丢丢微弱的提升,论文都还没写完,某个大佬就提出了一种"颠覆性"的新方法,吊打旧SOTA(自然也吊打他们改进的方法)。 Diffusion Model就是图像生成领域...
Retro Robot Holding Instructions - Customizable Clipart Presentation Clipart Woman Presenting at Whiteboard - Customizable Clipart Presentation Clipart Add your own message to our custom clip by using our online tools. Some custom images also allow your to add your own logo or other image to the...
CLIP image embeddings and CLIP text embeddings. Our approach can generate photorealistic images correponding to any input text prompt. In addition to text-to-image synthesis, we present two additional capabilies - (1) style transfer, which enables us to control the style of the generated sample...
Clipart library offers about 11 high-quality clip text boxes for free! Download clip text boxes and use any clip art,coloring,png graphics in your website, document or presentation.
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。 因此,本篇工作目标在于提出一个新的解决方案。能够扩充模型的容量,使得根据提供的文本能够与用户希望生成的特定图片绑定在...
Add headers and footers to a presentation Add sound effects to an animation Animate pictures, clip art, text, and other objects Create a flow chart Create an org chart Create a template from a presentation Design motion paths Insert a bar chart Insert a line chart Insert a pie...
Using prompt editing we tells the model to combine different objects into one or add multiple styles. Example [flowers:skull:0.4], art by greg rutkowski and aubrey beardsley First it generates the image of flowers and then on last 40% steps, it try to convert it into skull. ...