Downstream Applications 图像编辑——利用最近的blended latent diffusion来做。 Quantitative Analysis Metric:主要的评价指标是CLIP-Score,用prompt生成一大批图片,然后对比生成的图片是否和prompt在CLIP空间上相似度高。 图(a)同时判断image和text的相似度,画出distortion-editability的曲线,在对角线上,越往右上角走的...
DALL·E 2, developed by OpenAI, provides developers with a powerful tool for integrating text-to-image capabilities into their applications. This platform supports creative image generation and offers Outpainting and Inpainting features, allowing for a more detailed and nuanced approach to image ...
1、ViewDiff: 3D-Consistent Image Generation with Text-to-Image Models 3D资产生成正受到大量关注,受到最近文本引导的2D内容创建成功的启发,现有的文本到3D方法使用预训练文本到图像扩散模型来解决优化问题,或在合成数据上进行微调,这往往会导致没有背景的非真实感3D物体。 本文提出利用预训练的文本到图像模型作为先...
https://migcproject.github.io/ 10、One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications 商业和开源扩散模型(DMs)在文本到图像生成中的普遍使用引发了风险缓解,以防止不需要的行为。学术界已有的概念消除方法都是基于完全参数或基于规范的微调,从中观察到以下问题:1)向...
In the last decade, significant GAN-based works have been carried out for generating representative text images [5,12,21,28,32] that are known as text-to-image synthesis methods. These methods are important for many applications, such as art generation and computer vision. Most GAN-based text...
To try the DRaFT+ algorithm, visit theNeMo-Aligner libraryon GitHub. Related resources GTC session:Build Scalable Data Flywheels for Continuously Improving Generative AI Applications NGC Containers:NeMo Framework SDK:NVIDIA NeMo Customizer SDK:NeMo Retriever ...
Customizing pre-trained text-to-image generation model has attracted massive research interest recently, due to its huge potential in real-world applications. Although existing methods are able to generate creative content for a novel concept contained in single user-input image, their capability are ...
Text-to-image synthesis is one of the tasks in cross-modal applications, aiming to transform natural language text descriptions into realistic images. Early research on text-to-image synthesis was mainly limited to Generative Adversarial Networks (GANs) [1–7], which often encountered issues such ...
Correlated Label Propagation with Application to Multi-label Learning Many computer vision applications, such as scene analysis and medical image interpretation, are ill-suited for traditional classification where each image ... K Feng,J Rong,R Sukthankar - IEEE Computer Society Conference on Computer...
Thentext,text, andimagedata types will be removed in a future version of SQL Server. Avoid using these data types in new development work, and plan to modify applications that currently use them. Usenvarchar(max),varchar(max), andvarbinary(max)instead. ...