style_img,content_img = image_util(img_size=444,style_img="./images/style/rose.jpg", content_img="./images/content/face.jpg") # input image使用content image input_img = content_img.clone() # 加载预训练好的模型 cnn = models.vgg19(pretrained=True).features.to(device).eval() # 模型...
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc. ...
we generate captions to the images which are given by user(user input) using prompt engineering and Generative AI imageartificial-intelligencegeminivisionopenaidescriptionimage-captioningimage-descriptionsgemini-apiencoder-decoder-architectureimage-caption-generatorimage-descriptorgenerativemodelvision-modelsvisual-mod...
There is no denying that computer-generated language models become more capable with each day passing. Decktopus constantly creates new features and releases updated versions to stay in line with this tech. With this approach, Decktopus offers a more profound experience than other AI presentation ...
huggingface/pytorch-image-models 1. 使用技巧 1.1.训练指令 单卡: python train.py --pretrained --input-size 3 224 224 --mean 0 0 0 --std 1 1 1 --batch-size 128 -...
(好像每篇text to image的就不会落下编辑图像的操作,因为也确实简单) 方法: 1、首先接受去噪的是一个潜在变量Z。这个Z是endecoder编码出的结构。 2、在训练阶段,Fine-tune一个Pre-trained Model,无论是Patch Postion的Fine-tuned还是Text-based的Fined-tuned,技术上不算新。 3、在编辑采样阶段,前K步,同时使用...
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation DiffEdit: Diffusion-based Semantic Image Editing with Mask Guidance Prompt-to-Prompt Image Editing with Cross-Attention Control 总结 前言 扩散模型自2020年的DDPM以来,以其种种优异的特性如训练简便,对数据分布拟合效果极好...
The radiative transfer equation (RTE) can be used to describe the light transport accurately in biological tissue [37]. However, it is computationally expensive. The most commonly used model in optical imaging is the diffusion approximation (DA) of the RTE [38]. The DA describes light ...
A highly scalable parallel algorithm for isotropic total variation models. In Proceedings of the International Conference on Machine Learning, Beijing, China, 21–26 June 2014; pp. 235–243. [Google Scholar] Wei, C.; Wang, W.; Yang, W.; Liu, J. Deep Retinex decomposition for low-light ...
论文名称: Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer 论文链接: https://arxiv.org/abs/2203.13248 代码链接: https://github.com/williamyang1991/DualStyleGAN 一、问题和挑战 基于样例的人脸风格化旨在渲染人脸照片使其风格与指定的艺术人像样例的画风一致,在日常生产生活中具有诸如头...