image-composition

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

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

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

[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 composition/compositing or object insertion/addition/compositing, which aims to generate realistic composite image.

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

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

[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.

[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.

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

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

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

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

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

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

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

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

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