image-composition 开源项目推荐（88 个）

ali-vilab /AnyDoor

论文的官方实现：Anydoor：零样本对象级图像定制

ali-vilab /MimicBrush

纸质官方实现：带参考模仿的零镜头图像编辑

bcmi /Awesome-Image-Composition

A curated list of papers, code and resources pertaining to image composition/compositing or object/subject insertion/addition/compositing, which aims to generate realistic composite image.

bcmi /Image-Harmonization-Dataset-iHarmony4

[CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.

bcmi /libcom

Image composition toolbox: everything you want to know about image composition/compositing or object/subject insertion/addition/compositing.

Shilin-LU /TF-ICON

[ICCV 2023] "TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition" (Official Implementation)

bcmi /Awesome-Object-Insertion

A curated list of papers, code and resources pertaining to image composition/compositing or object/subject insertion/addition/compositing, which aims to generate realistic composite image.

bcmi /Awesome-Image-Harmonization

A curated list of papers, code and resources pertaining to image harmonization.

bcmi /CareCom-Image-Composition

[AAAI 2026] CareCom: Generative Image Composition with Calibrated Reference Features

ZhumingLian /SHINE

[ICLR 2026] "Does FLUX Already Know How to Perform Physically Plausible Image Composition?" (Official Implementation)

bcmi /ControlCom-Image-Composition

A controllable image composition model which could be used for image blending, image harmonization, view synthesis.

bcmi /Object-Shadow-Generation-Dataset-DESOBA

[AAAI 2022] The first dataset on foreground object shadow generation for image composition in real-world scenes. The code used in our paper "Shadow Generation for Composite Image in Real-world Scenes", AAAI2022. Useful for shadow generation, shadow removal, image composition, etc.

mf-yang /ecommerce-image-ai-processor

一款面向电商运营的桌面软件，通过 qwen-image-edit-plus AI 模型批量处理商品图片，实现背景去除、商品合成，并添加自定义背景、边框和文字。

bcmi /Object-Shadow-Generation-Dataset-DESOBAv2

[CVPR 2024] The dataset, code, and model for our paper "Shadow Generation for Composite Image Using Diffusion Model", CVPR, 2024.

bcmi /Awesome-Generative-Image-Composition

A curated list of papers, code, and resources pertaining to generative image composition or object insertion.

WindVChen /Diff-Harmonization

A novel zero-shot image harmonization method based on Diffusion Model Prior.

bcmi /CDTNet-High-Resolution-Image-Harmonization

[CVPR 2022] We unify pixel-to-pixel transformation and color-to-color transformation in a coherent framework for high-resolution image harmonization. We also release 100 high-resolution real composite images for evaluation.

bcmi /Awesome-Object-Shadow-Generation

A curated list of papers, code, and resources pertaining to object shadow generation.

bcmi /Awesome-Object-Placement

A curated list of papers, code, and resources pertaining to object placement.

bcmi /ObjectStitch-Image-Composition

An unofficial implementation of the paper "ObjectStitch: Object Compositing with Diffusion Model", CVPR 2023.