Then, you will need to train the decoder, which learns to generate images based on the image embedding coming from the trained CLIP above importtorchfromdalle2_pytorchimportUnet,Decoder,CLIP# trained clip from
The recent paper on MIGC: Multi-Instance Generation Controller for Text-to-Image Synthesis, released on 24 February 2024, introduces a new task called Multi-Instance Generation (MIG). The goal here is to create multiple objects in an image, each with specific attributes and positioned accurat...
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li1,2, Martin Renqiang Min1, Kai Li1, and Chenliang Xu2 1NEC Laboratories America, 2University of Rochester {renqiang,kaili}@nec-labs.com, {zhiheng.li,chenliang.xu}@rochester.edu A...
Official Pytorch implementation for our paperDF-GAN: A Simple and Effective Baseline for Text-to-Image SynthesisbyMing Tao,Hao Tang,Fei Wu,Xiao-Yuan Jing,Bing-Kun Bao,Changsheng Xu. News! [CVPR2023]Our new simple and effective model GALIP (paper link,code link) achieves comparable results to...
StableDiffusion [4], primarily based on LDM, is the first open-source large model of this type, further boosting the widespread applications of text-to-image synthesis. 2.2. Personalization Customizing the model's outputs for a particular person or object has...
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...
论文:Generating Diverse High-Fidelity Images with VQ-VAE-2代码:https://github.com/rosinality/vq-vae-2-pytorchMotivation: The main motivation behind this is to model local information, such… 阅读全文 SeQ-GAN 论文:《Rethinking the Objectives of Vector-Quantized Tokenizers for Image Synthesis》...
“echo840/Monkey-Chat” is the name of the model checkpoint we will load. Next, we will load the model weights and configurations and map the device to CUDA-enabled GPU for faster computation. img_path='/notebooks/quick_start_pytorch_images/image 2.png'question="provide a detailed caption ...
code2:https://github.com/lucidrains/DALLE-pytorch 11、Cross-Modal Contrastive Learning for Text-to-Image Generation《用于文本到图像生成的跨模态对比学习》 论文地址:https://arxiv.org/pdf/2101.04702v4.pdf code:https://github.com/google-research/xmcgan_image_generation ...
10、Zero-Shot Text-to-Image Generation《零训练文本到图像生成》 论文地址:https://arxiv.org/pdf/2102.12092v2.pdf code1:https://github.com/openai/DALL-E code2:https://github.com/lucidrains/DALLE-pytorch 11、Cross-Modal Contrastive Learning for Text-to-Image Generation《用于文本到图像生成的跨模...