Awesome

<h1 align='center'>HelloMeme: Integrating Spatial Knitting Attentions to Embed High-Level and Fidelity-Rich Conditions in Diffusion Models</h1> <div align='center'> <a href='https://github.com/songkey' target='_blank'>Shengkai Zhang</a>, <a href='https://github.com/RhythmJnh' target='_blank'>Nianhong Jiao</a>, <a href='https://github.com/Shelton0215' target='_blank'>Tian Li</a>, <a href='https://github.com/chaojie12131243' target='_blank'>Chaojie Yang</a>, <a href='https://github.com/xchgit' target='_blank'>Chenhui Xue</a><sup>*</sup>, <a href='https://github.com/boya34' target='_blank'>Boya Niu</a><sup>*</sup>, <a href='https://github.com/HelloVision/HelloMeme' target='_blank'>Jun Gao</a> </div> <div align='center'> HelloVision | HelloGroup Inc. </div> <div align='center'> <small><sup>*</sup> Intern</small> </div> <br> <div align='center'> <a href='https://songkey.github.io/hellomeme/'><img src='https://img.shields.io/badge/Project-HomePage-Green'></a> <a href='https://arxiv.org/pdf/2410.22901'><img src='https://img.shields.io/badge/Paper-Arxiv-red'></a> <a href='https://huggingface.co/songkey'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20HuggingFace-Model-yellow'></a> <a href='https://github.com/HelloVision/HelloMeme'><img src='https://img.shields.io/badge/GitHub-Code-blue'></a> <a href='https://www.modelscope.cn/studios/songkey/HelloMeme'><img src='https://img.shields.io/badge/modelscpe-Demo-red'></a> </div>

🔆 New Features/Updates

✅ 12/17/2024 Support modelscope (Modelscope Demo).
✅ 12/08/2024 Added HelloMemeV2 (select "v2" in the version option of the LoadHelloMemeImage/Video Node). Its features include: a. Improved expression consistency between the generated video and the driving video. b. Better compatibility with third-party checkpoints (we will continuously collect compatible free third-party checkpoints and share them on this page. If you'd like to recommend one, please post it on the issue page or email us at songkey@pku.edu.cn). c. Reduced VRAM usage.
✅ 11/29/2024 a.Optimize the algorithm; b.Add VAE selection functionality; c.Introduce a super-resolution feature. YouTube Demo
✅ 11/14/2024 Added the HMControlNet2 module, which uses the PD-FGC motion module to extract facial expression information (drive_exp2); restructured the ComfyUI interface; and optimized VRAM usage. YouTube Demo
✅ 11/12/2024 Added a newly fine-tuned version of Animatediff with a patch size of 12, which uses less VRAM (Tested on 2080Ti).
✅ 11/11/2024 ~~Optimized VRAM usage and added HMVideoSimplePipeline (workflows/hellomeme_video_simple_workflow.json), which doesn’t use Animatediff and can run on machines with less than 12G VRAM.~~
✅ 11/6/2024 The face proportion in the reference image significantly affects the generation quality. We have encapsulated the recommended image cropping method used during training into a CropReferenceImage Node. Refer to the workflows in the ComfyUI_HelloMeme/workflows directory: hellomeme_video_cropref_workflow.json and hellomeme_image_cropref_workflow.json.

Introduction

This repository is the official implementation of the HelloMeme ComfyUI interface, featuring both image and video generation functionalities. Example workflow files can be found in the ComfyUI_HelloMeme/workflows directory. Test images and videos are saved in the ComfyUI_HelloMeme/examples directory. Below are screenshots of the interfaces for image and video generation.

[!Note] Custom models should be placed in the directories listed below.

Checkpoints under: ComfyUI/models/checkpoints

Loras under: ComfyUI/models/checkpoints

Recommended Third-party Checkpoints/Loras

Name	Checkpoints/Loras	Recommenders
realisticVisionV60B1_v51VAE	Checkpoints
disneyPixarCartoon_v10	Checkpoints

Workflows

workflow file	Video Generation	Image Generation	HMControlNet	HMControlNet2	Super-Resolution
hellomeme_image_workflow.json		✅	✅
hellomeme_video_workflow.json	✅		✅
hellomeme_image_sr_workflow.json		✅	✅		✅
hellomeme_video_sr_workflow.json	✅		✅		✅
hellomeme_image_v2_workflow.json		✅		✅
hellomeme_video_v2_workflow.json	✅			✅
hellomeme_image_v2_sr_workflow.json		✅		✅	✅
hellomeme_video_v2_sr_workflow.json	✅			✅	✅

Image Generation Interface

Video Generation Interface