This repository collects code related to diffusion models, ranging from the initial basics to the latest research on diffusion models. It covers various applications, including image editing, super-resolution, and 3D reconstruction.
My goal is to create a comprehensive resource for readers who want to delve into diffusion models, providing both foundational knowledge and advanced applications. This repository serves as a valuable reference for anyone interested in understanding and implementing diffusion models.
| 序号 | 文件夹名称 |
|---|---|
| 1 | 001CLIP |
| 2 | 001-clipscore-相似度评分指标 |
| 3 | 002improved-diffusion |
| 4 | 003DiffusionModelDemo |
| 5 | 004ScoreBaseModel_Demo_Dir |
| 6 | 005latent-diffusion |
| 7 | 006-StableDiffusionDemo |
| 8 | 007-VQ-VAE |
| 9 | 008-VIT模型 |
| 10 | 009-分布式训练 |
| 11 | 010-Diffusers-Package |
| 12 | 011-Min-SNR |
| 13 | 012-VQ-Diffusion |
| 14 | 013-U-ViT |
| 15 | 014-Progressive Distillation for Fast Sampling |
| 16 | 015-vdm-Google |
| 17 | 016-fid-is-metrics |
| 18 | 017-文艺复兴动画Style Transfer-InST |
| 19 | 018-SR3-Image-Super-Resolution-via-Iterative-Refinement |
| 20 | 019-prompt-to-prompt Cross Attention Control |
| 21 | 020-BLIP |
| 22 | 021-[THU]-unidiffuser |
| 23 | 022-[dm点基点cloud]-diffusion-point-cloud |
| 24 | 023-[韩国口罩模型图像生成]-maskgit |
| 25 | 024-[韩]本地编辑blended-diffusion |
| 26 | 025-[pro]prolificdreamer |
| 27 | 026-[指令模型]instruct-pix2pix |
| 28 | 027-[Clip加入空间联动]DiffusionCLIP |
| 29 | 028-ControlNet |
| 30 | 029-[左左改版]OpenAIpoint-e |
| 31 | 030-[3DS-prolific动画风格]stable-dreamfusion |
| 32 | 031-[基于控制网模型]三维模型zero123 |
| 33 | 032-[3d投影模型]gaussian-splatting |
| 34 | 033-[3D环境模型]LGM |
| 35 | 034-DreamGaussian |
| 36 | 035-[3DS环境]LGM-official |
| 37 | 036-[环境项目]dreamgaussian4 |
| 38 | 037-[3D投影环境]4Gaussians for real time dynamic scene rendering |
| 39 | 038-[3D动画模型]DreamEditor |
| 40 | 039-[主分支模型]StableDiffusion-XL |
| 41 | 040-[控制模型扩展]zero123plus |
| 42 | 041-[控制模型]StableDiffusionXL |
| 43 | 042-[动画图像控制]zero123plus |
AgentProject：