HelloMeme: Integrating Spatial Knitting Attentions to Embed High-Level and Fidelity-Rich Conditions in Diffusion Models

Shengkai Zhang, Nianhong Jiao, Tian Li, Chaojie Yang, Chenhui Xue^*, Boya Niu^*, Jun Gao

HelloVision | HelloGroup Inc.

^* Intern

🔆 New Features/Updates

• ✅ 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.

Image Generation Interface

Video Generation Interface