Discover bcmi/Object-Placement-Assessment-Dataset-OPA Open Source

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Language
Python
License
MIT License
Created over 3 years ago
Updated 6 months ago

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

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.

1,171

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.

MATLAB

764

libcom

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

Python

499

Awesome-Image-Harmonization

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

425

DCI-VTON-Virtual-Try-On

[ACM Multimedia 2023] Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow.

Python

398

Awesome-Few-Shot-Image-Generation

A curated list of papers, code and resources pertaining to few-shot image generation.

366

Awesome-Aesthetic-Evaluation-and-Cropping

276

CaGNet-Zero-Shot-Semantic-Segmentation

Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".

Python

233

SLBR-Visible-Watermark-Removal

[ACM MM 2021] Visible Watermark Removal via Self-calibrated Localization and Background Refinement

Python

214

Awesome-Weak-Shot-Learning

A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.

183

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.

Python

165

ControlCom-Image-Composition

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

Python

141

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.

Python

124

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.

Python

112

Awesome-Visible-Watermark-Removal

102

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.

Python

102

GracoNet-Object-Placement

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

Python

100

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.

Python

F2GAN-Few-Shot-Image-Generation

Fusing-and-Filling GAN (F2GAN) for few-shot image generation, ACM MM2020

Python

Awesome-Object-Placement

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

BargainNet-Image-Harmonization

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

Python

SimTrans-Weak-Shot-Classification

[NeurIPS 2021] The first weak-shot classification paper.

Python

SSP-AI-Generated-Image-Detection

The code for "A Single Simple Patch is All You Need for AI-generated Image Detection"

Python

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.

Python

ObjectStitch-Image-Composition

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

Python

TraMaS-Weak-Shot-Object-Detection

[NeurIPS 2021] A weak-shot object detection approach by transferring semantic similarity and mask prior.

Python

PHDiffusion-Painterly-Image-Harmonization

[ACM MM 2023] The code used in our paper "Painterly Image Harmonization using Diffusion Model", ACM MM2023.

Python

DeltaGAN-Few-Shot-Image-Generation

[ECCV 2022] Generate sample-specific intra-category deltas for few-shot image generation.

Python

PHDNet-Painterly-Image-Harmonization

[AAAI 2023] Painterly image harmonization in both spatial domain and frequency domain.

Python

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.

Python

SimFormer-Weak-Shot-Semantic-Segmentation

Python

DucoNet-Image-Harmonization

[ACM MM 23] Deep image harmonization in Dual Color Space

Python

Awesome-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".

Python

SycoNet-Adaptive-Image-Harmonization

[ICCV 2023] The code used in our paper "Deep Image Harmonization with Learnable Augmentation", ICCV2023.

Python

FOPA-Fast-Object-Placement-Assessment

A discriminative object placement approach

Python

MatchingGAN-Few-Shot-Image-Generation

code for Matchinggan: Matching-Based Few-Shot Image Generation

Python

ProPIH-Painterly-Image-Harmonization

[AAAI2024] Progressive Painterly Image Harmonization from Low-level Styles to High-level Styles

Python

RETAB-Weak-Shot-Semantic-Segmentation

Official Implementation for Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary (BMVC 2022)

Python

ArtoPIH-Painterly-Image-Harmonization

[AAAI2024] Painterly Image Harmonization by Learning from Painterly Objects

Python

Human-Centric-Image-Cropping

Official implementation for ECCV2022 paper: Human-centric Image Cropping with Partition-aware and Content-preserving Features.

Python

DIRL-Inharmonious-Region-Localization

[ICME2021]The first work on Deep Inharmonious Region Localization, which can help image harmonization in an adversarial way.

Python

Accessory-Try-On-Dataset-STRAT

A virtual accessory try-on dataset which could be used for image composition

Python

TopNet-Object-Placement

An unofficial implementation of the paper "TopNet: Transformer-based Object Placement Network for Image Compositing", CVPR 2023.

Python

Foreground-Object-Search-Dataset-FOSD

[ICCV 2023] The datasets and code used in our paper "Foreground Object Search by Distilling Composite Image Feature", ICCV2023.

Python

Composite-Image-Evaluation

stock-price-prediction

Fall 18' Class Project for Artificial Intelligence

Jupyter Notebook

Rendered-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 model

Python

MadisNet-Inharmonious-Region-Localization

[AAAI 2022] MadisNet: Inharmonious Region Localization by Magnifying Domain Discrepancy

Python

Rendered-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.

Python

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.

Python

Color-Transfer-for-Image-Harmonization

Summarize different color transfer strategies for image harmonization task.

MATLAB

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 Feature

Python

GPSDiffusion-Object-Shadow-Generation

toolbox

Python

MureObjectStitch-Image-Composition

Python

iConReg

Regulating contagion risk to curb the systemic crisis in loan networks though deep graph learning

Awesome-Video-Composition

ESL-chinese

Element of Statistical Learning 中文翻译版

anormal-detection

anormal detection of time series data.

financial-time-series

Learning Causal Relationships in Financial Time Series

bcmi/Object-Placement-Assessment-Dataset-OPA

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