When the input to pix2pix translation is a badly drawn sketch, the output follows the input edges due to the strict alignment imposed by the translation process. In this paper we propose sketch-to-image generation, where the output edges do not necessarily follow the input edges. We address...
This is based on one of our prior works on Sketch-to-Image Generation. Freehand sketch can be highly abstract (examples shown below), and learning representations of sketches is not trivial. In contrast to other cross domain learning approaches, like pix2pix and CycleGAN, where a mapping ...
1. Sketch Based Image Synthesis 1.1 Automatic Synthesis Natural Image or Object PaperSourceCode/Project Link SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR 2018 [code] Image Generation from Sketch Constraint Using Contextual GAN ECCV 2018 [code] [project] Multi-Instance Sket...
ContextualGAN:把图片生成(image generation)问题转化图像补全(image completion)问题。网络学习到草图到图像对的联合分布,并且通过迭代的通过流形空间来获得结果。 iSketchNFill:使用轮廓信息(outlines)来代替草图,利用两阶段的方式,使用配对数据进行生成。 EdgeGAN:使用两个生成器来生成前景和背景。并且使用GAN网络来把边...
Disclosed are a sketch image generation method and device, applicable for solving the issue in which prior art face sketch image automatic generation technology is less accurate, has poorer generalization capabilities and slower sketch image generation. The method comprises: acquiring a face image to ...
image generation framework, decomposing the task of scene image scene generation from sketch inputs into object-level cross-domain generation and scene-level image construction. We employ pre-trained diffusion models to convert each single object drawing into an image of the object, inferring ...
Stable Doodle is a unique addition to the realm of sketch-to-image AI tools. It stands out by offering users more precise control over the image generation process. This service is available throughClipDrop, a platform that Stability AI acquired in March from Init ML, an AI startup founded ...
Compared to state-of-the-art image translation methods, our approach generates more realistic images and achieves significantly higher Inception Scores. 展开 关键词: Image edge detection Image generation Gallium nitride Training Databases Task analysis Generative adversarial networks ...
1. Sketch-Guided Text-to-Image Diffusion Models 2. GLIGEN: Open-Set Grounded Text-to-Image Generation 3. Adding Conditional Control to Text-to-Image Diffusion Models 前言 最近笔者在研究院关注的方向主要是如何更好地让图像扩散生成模型更好地受控生成,比如考虑位置(bbox),关键点(key points),速写(s...
The present invention provides a method of generating a color sketch image to generate a first contour image by using the gray-synthetic methods, and copy the resulting image into a gray layer A and layer B, the layer A and then turn anti-color Gaussian filtering and post-processing, the ...