Awesome-Image-Composition
A curated list of papers, code and resources pertaining to image composition/compositing or object insertion, which aims to generate realistic composite image.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.libcom
Image composition toolbox: everything you want to know about image composition or object insertionAwesome-Image-Harmonization
A curated list of papers, code and resources pertaining to image harmonization.DCI-VTON-Virtual-Try-On
[ACM Multimedia 2023] Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow.Awesome-Few-Shot-Image-Generation
A curated list of papers, code and resources pertaining to few-shot image generation.Awesome-Aesthetic-Evaluation-and-Cropping
CaGNet-Zero-Shot-Semantic-Segmentation
Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".SLBR-Visible-Watermark-Removal
[ACM MM 2021] Visible Watermark Removal via Self-calibrated Localization and Background RefinementAwesome-Weak-Shot-Learning
A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.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.ControlCom-Image-Composition
A controllable image composition model which could be used for image blending, image harmonization, view synthesis.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.Image-Composition-Assessment-Dataset-CADB
[BMVC2021] The first image composition assessment dataset. Used in the paper "Image Composition Assessment with Saliency-augmented Multi-pattern Pooling". Useful for image composition assessment, image aesthetic assesment, etc.Awesome-Visible-Watermark-Removal
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.GracoNet-Object-Placement
[ECCV 2022] Official code for "Learning Object Placement via Dual-path Graph Completion"Awesome-Object-Shadow-Generation
A curated list of papers, code, and resources pertaining to object shadow generation.Awesome-Generative-Image-Composition
A curated list of papers, code, and resources pertaining to generative image composition or object insertion.F2GAN-Few-Shot-Image-Generation
Fusing-and-Filling GAN (F2GAN) for few-shot image generation, ACM MM2020Awesome-Object-Placement
A curated list of papers, code, and resources pertaining to object placement.Object-Placement-Assessment-Dataset-OPA
The first dataset of composite images with rationality score indicating whether the object placement in a composite image is reasonable.BargainNet-Image-Harmonization
BargainNet: Background-Guided Domain Translation for Image Harmonization. Useful for Image harmonization, image composition, etc.SimTrans-Weak-Shot-Classification
[NeurIPS 2021] The first weak-shot classification paper.SSP-AI-Generated-Image-Detection
The code for "A Single Simple Patch is All You Need for AI-generated Image Detection"Video-Harmonization-Dataset-HYouTube
[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.ObjectStitch-Image-Composition
An unofficial implementation of the paper "ObjectStitch: Object Compositing with Diffusion Model", CVPR 2023.TraMaS-Weak-Shot-Object-Detection
[NeurIPS 2021] A weak-shot object detection approach by transferring semantic similarity and mask prior.PHDiffusion-Painterly-Image-Harmonization
[ACM MM 2023] The code used in our paper "Painterly Image Harmonization using Diffusion Model", ACM MM2023.DeltaGAN-Few-Shot-Image-Generation
[ECCV 2022] Generate sample-specific intra-category deltas for few-shot image generation.PHDNet-Painterly-Image-Harmonization
[AAAI 2023] Painterly image harmonization in both spatial domain and frequency domain.Causal-VidQA
[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.SimFormer-Weak-Shot-Semantic-Segmentation
DucoNet-Image-Harmonization
[ACM MM 23] Deep image harmonization in Dual Color SpaceAwesome-Image-Blending
A curated list of papers, code and resources pertaining to image blending.CaGNetv2-Zero-Shot-Semantic-Segmentation
Code for "From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation".SycoNet-Adaptive-Image-Harmonization
[ICCV 2023] The code used in our paper "Deep Image Harmonization with Learnable Augmentation", ICCV2023.FOPA-Fast-Object-Placement-Assessment
A discriminative object placement approachMatchingGAN-Few-Shot-Image-Generation
code for Matchinggan: Matching-Based Few-Shot Image GenerationProPIH-Painterly-Image-Harmonization
[AAAI2024] Progressive Painterly Image Harmonization from Low-level Styles to High-level StylesRETAB-Weak-Shot-Semantic-Segmentation
Official Implementation for Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary (BMVC 2022)ArtoPIH-Painterly-Image-Harmonization
[AAAI2024] Painterly Image Harmonization by Learning from Painterly ObjectsHuman-Centric-Image-Cropping
Official implementation for ECCV2022 paper: Human-centric Image Cropping with Partition-aware and Content-preserving Features.DIRL-Inharmonious-Region-Localization
[ICME2021]The first work on Deep Inharmonious Region Localization, which can help image harmonization in an adversarial way.Accessory-Try-On-Dataset-STRAT
A virtual accessory try-on dataset which could be used for image compositionTopNet-Object-Placement
An unofficial implementation of the paper "TopNet: Transformer-based Object Placement Network for Image Compositing", CVPR 2023.Foreground-Object-Search-Dataset-FOSD
[ICCV 2023] The datasets and code used in our paper "Foreground Object Search by Distilling Composite Image Feature", ICCV2023.Composite-Image-Evaluation
stock-price-prediction
Fall 18' Class Project for Artificial IntelligenceRendered-Shadow-Generation-Dataset-RdSOBA
[AAAI 2024] The dataset used in our paper "Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling", AAAI 2024.DreamCom-Image-Composition
A simple baseline for image composition using text-guided inpainting modelMadisNet-Inharmonious-Region-Localization
[AAAI 2022] MadisNet: Inharmonious Region Localization by Magnifying Domain DiscrepancyRendered-Image-Harmonization-Dataset-RdHarmony
The first rendered image harmonization dataset. Used in our paper "CharmNet: Deep Image Harmonization by Bridging the Reality Gap". Useful for Image harmonization, image composition, etc.Image-Harmonization-Dataset-ccHarmony
[ICCV 2023] The color checker based harmonization dataset contributed in our paper "Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation", ICCV2023.Color-Transfer-for-Image-Harmonization
Summarize different color transfer strategies for image harmonization task.Awesome-Foreground-Object-Search
A curated list of papers, code, and resources pertaining to foreground object search.AustNet-Inharmonious-Region-Localization
[BMVC2022] Inharmonious Region Localization with Auxiliary Style FeatureGPSDiffusion-Object-Shadow-Generation
toolbox
MureObjectStitch-Image-Composition
iConReg
Regulating contagion risk to curb the systemic crisis in loan networks though deep graph learningAwesome-Video-Composition
ESL-chinese
Element of Statistical Learning δΈζηΏ»θ―ηanormal-detection
anormal detection of time series data.financial-time-series
Learning Causal Relationships in Financial Time SeriesLove Open Source and this site? Check out how you can help us