为解决传统城市热岛（UHI）研究中静态形态输入与简化设计变量的局限性，研究人员提出了一种融合混合生成对抗网络（Pix2pix-CycleGAN）与城市天气生成器（UWG）的创新框架，实现了高保真三维城市形态生成与微气候模拟。研究通过深圳湾超级总部案例验证，发现 ...

针对极端降雨引发滑坡频发但目标区域标注数据稀缺的问题，本研究提出Style-Pix2Pix GAN框架，通过StyleGAN2生成高精度滑坡掩膜并捕捉形态与空间特征，结合Pix2Pix GAN建立掩膜与光学影像的映射关系，自主合成高质量滑坡数据。实验表明合成数据与真实数据在几何 ...

雷锋网按：本文原载于微信公众号“网路冷眼”，作者 Hanson Lau 。作者已授权雷锋网发布。原文地址：链接 最近，我将Isola等人做的pix2pix移植到了Tensorflow 平台。Tensorflow 平台包含在Tensorflow的图像到图像翻译（Image-to-ImageTranslation in Tensorflow）论文中。我采用了 ...

伟达和UC Berkeley的研究者最近公开一个名为pix2pixHD的项目，并公开了论文和代码。pix2pixHD能够利用条件GAN进行2048x1024分辨率的图像合成和处理，输入语义标注图生成接近真实的现实世界图像，例如街景图、人脸图像等，并且只需简单的操作即可修改和搭配图像 ...

Instruct-NeRF2NeRF提出了使用文本指令编辑NeRF场景的方法，实现了对3D场景的快速重建。相较于传统3D编辑，Instruct-NeRF2NeRF的最大亮点在于将Instruct-Pix2Pix同NeRF（Neural Radiance Field）结合起来，在提高3D场景编辑效率的同时，大幅减弱了不同视角下场景变换的割裂感和 ...

In recent years, the rapid development and enhancement of image generation technologies and mapping tools driven by generative artificial intelligence (AI) have significantly impacted the traditional ...

Françoise Hardy likely never expected to be possessed by the spirit of Kellyanne Conway. ‘Alternative Face v1.1,’ uploaded to YouTube by the artist and programmer Mario Klingemann, combines a neural ...

Artificial intelligence (AI) may one day be used to do everything from drive your car to help cure diseases. But for now, it's being harnessed for some truly bizarre experiments. The Dutch broadcaster ...

As hyper-efficient as machines are rapidly becoming, they aren’t quite up to snuff when it comes to creativity, even if they can be somewhat artistic if given a little prodding. When that mechanical ...

Pix2Pix is a newly released neural net implementation that can be trained to complete pictures. For the Cronenberg-esque characters below, we used a model that interprets drawings from an MS ...