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libcom
PublicImage composition toolbox: everything you want to know about image composition or object insertion- A discriminative object placement approach
- A curated list of papers, code, and resources pertaining to generative image composition or object insertion.
- A controllable image composition model which could be used for image blending, image harmonization, view synthesis.
- [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 image harmonization.
Causal-VidQA
Public[CVPR 2022] A large-scale public benchmark dataset for video question-answering, especially about evidence and commonsense reasoning. The code used in our paper "From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering", CVPR2022.- [IJCAI 2022] The first public benchmark dataset for video harmonization. The code used in our paper "Deep Video Harmonization with Color Mapping Consistency", IJCAI 2022.
TopNet-Object-Placement
Public- An unofficial implementation of the paper "ObjectStitch: Object Compositing with Diffusion Model", CVPR 2023.
- [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.
- [ICCV 2023] The color checker based harmonization dataset contributed in our paper "Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation", ICCV2023.
- [AAAI 2023] Painterly image harmonization in both spatial domain and frequency domain.
- The first dataset of composite images with rationality score indicating whether the object placement in a composite image is reasonable.
- A simple baseline for image composition using text-guided inpainting model
- [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.
- [ACM MM 2023] The code used in our paper "Painterly Image Harmonization using Diffusion Model", ACM MM2023.
- [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 curated list of papers, code and resources pertaining to image composition/compositing or object insertion, which aims to generate realistic composite image.
- [ICCV 2023] The code used in our paper "Deep Image Harmonization with Learnable Augmentation", ICCV2023.
- A curated list of papers, code, and resources pertaining to foreground object search.
Awesome-Object-Placement
PublicA curated list of papers, code, and resources pertaining to object placement.- A curated list of papers, code, and resources pertaining to object shadow generation.
Awesome-Image-Blending
PublicA curated list of papers, code and resources pertaining to image blending.