Official implementations for paper: Anydoor: zero-shot object-level image customization

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

Official implementations for paper: Zero-shot Image Editing with Reference Imitation

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

[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.

Image composition toolbox: everything you want to know about image composition or object insertion

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

[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.

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

[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.

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

[ECCV 2022] Official code for "Learning Object Placement via Dual-path Graph Completion"

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

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

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

This is the implementation of paper 'Hierarchical Dynamic Image Harmonization' (ACM MM'2023, Oral).

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

The first dataset of composite images with rationality score indicating whether the object placement in a composite image is reasonable.

BargainNet: Background-Guided Domain Translation for Image Harmonization. Useful for Image harmonization, image composition, etc.

Image Composition via Stable Diffusion