BCMI (@bcmi)

Top repositories

1

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
star
2

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
star
3

libcom

Image composition toolbox: everything you want to know about image composition or object insertion
Python
499
star
4

Awesome-Image-Harmonization

A curated list of papers, code and resources pertaining to image harmonization.
425
star
5

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
star
6

Awesome-Few-Shot-Image-Generation

A curated list of papers, code and resources pertaining to few-shot image generation.
366
star
7

Awesome-Aesthetic-Evaluation-and-Cropping

276
star
8

CaGNet-Zero-Shot-Semantic-Segmentation

Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".
Python
233
star
9

SLBR-Visible-Watermark-Removal

[ACM MM 2021] Visible Watermark Removal via Self-calibrated Localization and Background Refinement
Python
214
star
10

Awesome-Weak-Shot-Learning

A curated list of papers, code and resources pertaining to weak-shot classification, detection, and segmentation.
183
star
11

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
star
12

ControlCom-Image-Composition

A controllable image composition model which could be used for image blending, image harmonization, view synthesis.
Python
141
star
13

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
star
14

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
star
15

Awesome-Visible-Watermark-Removal

102
star
16

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
star
17

GracoNet-Object-Placement

[ECCV 2022] Official code for "Learning Object Placement via Dual-path Graph Completion"
Python
100
star
18

Awesome-Object-Shadow-Generation

A curated list of papers, code, and resources pertaining to object shadow generation.
89
star
19

Awesome-Generative-Image-Composition

A curated list of papers, code, and resources pertaining to generative image composition or object insertion.
Python
78
star
20

F2GAN-Few-Shot-Image-Generation

Fusing-and-Filling GAN (F2GAN) for few-shot image generation, ACM MM2020
Python
78
star
21

Awesome-Object-Placement

A curated list of papers, code, and resources pertaining to object placement.
75
star
22

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.
Python
74
star
23

BargainNet-Image-Harmonization

BargainNet: Background-Guided Domain Translation for Image Harmonization. Useful for Image harmonization, image composition, etc.
Python
67
star
24

SimTrans-Weak-Shot-Classification

[NeurIPS 2021] The first weak-shot classification paper.
Python
63
star
25

SSP-AI-Generated-Image-Detection

The code for "A Single Simple Patch is All You Need for AI-generated Image Detection"
Python
62
star
26

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
59
star
27

ObjectStitch-Image-Composition

An unofficial implementation of the paper "ObjectStitch: Object Compositing with Diffusion Model", CVPR 2023.
Python
55
star
28

TraMaS-Weak-Shot-Object-Detection

[NeurIPS 2021] A weak-shot object detection approach by transferring semantic similarity and mask prior.
Python
52
star
29

PHDiffusion-Painterly-Image-Harmonization

[ACM MM 2023] The code used in our paper "Painterly Image Harmonization using Diffusion Model", ACM MM2023.
Python
51
star
30

DeltaGAN-Few-Shot-Image-Generation

[ECCV 2022] Generate sample-specific intra-category deltas for few-shot image generation.
Python
50
star
31

PHDNet-Painterly-Image-Harmonization

[AAAI 2023] Painterly image harmonization in both spatial domain and frequency domain.
Python
50
star
32

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
50
star
33

SimFormer-Weak-Shot-Semantic-Segmentation

Python
44
star
34

DucoNet-Image-Harmonization

[ACM MM 23] Deep image harmonization in Dual Color Space
Python
38
star
35

Awesome-Image-Blending

A curated list of papers, code and resources pertaining to image blending.
38
star
36

CaGNetv2-Zero-Shot-Semantic-Segmentation

Code for "From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation".
Python
36
star
37

SycoNet-Adaptive-Image-Harmonization

[ICCV 2023] The code used in our paper "Deep Image Harmonization with Learnable Augmentation", ICCV2023.
Python
35
star
38

FOPA-Fast-Object-Placement-Assessment

A discriminative object placement approach
Python
32
star
39

MatchingGAN-Few-Shot-Image-Generation

code for Matchinggan: Matching-Based Few-Shot Image Generation
Python
30
star
40

ProPIH-Painterly-Image-Harmonization

[AAAI2024] Progressive Painterly Image Harmonization from Low-level Styles to High-level Styles
Python
24
star
41

RETAB-Weak-Shot-Semantic-Segmentation

Official Implementation for Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary (BMVC 2022)
Python
24
star
42

ArtoPIH-Painterly-Image-Harmonization

[AAAI2024] Painterly Image Harmonization by Learning from Painterly Objects
Python
24
star
43

Human-Centric-Image-Cropping

Official implementation for ECCV2022 paper: Human-centric Image Cropping with Partition-aware and Content-preserving Features.
Python
24
star
44

DIRL-Inharmonious-Region-Localization

[ICME2021]The first work on Deep Inharmonious Region Localization, which can help image harmonization in an adversarial way.
Python
24
star
45

Accessory-Try-On-Dataset-STRAT

A virtual accessory try-on dataset which could be used for image composition
Python
21
star
46

TopNet-Object-Placement

An unofficial implementation of the paper "TopNet: Transformer-based Object Placement Network for Image Compositing", CVPR 2023.
Python
20
star
47

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
19
star
48

Composite-Image-Evaluation

19
star
49

stock-price-prediction

Fall 18' Class Project for Artificial Intelligence
Jupyter Notebook
19
star
50

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.
19
star
51

DreamCom-Image-Composition

A simple baseline for image composition using text-guided inpainting model
Python
18
star
52

MadisNet-Inharmonious-Region-Localization

[AAAI 2022] MadisNet: Inharmonious Region Localization by Magnifying Domain Discrepancy
Python
16
star
53

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
16
star
54

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
16
star
55

Color-Transfer-for-Image-Harmonization

Summarize different color transfer strategies for image harmonization task.
MATLAB
15
star
56

Awesome-Foreground-Object-Search

A curated list of papers, code, and resources pertaining to foreground object search.
13
star
57

AustNet-Inharmonious-Region-Localization

[BMVC2022] Inharmonious Region Localization with Auxiliary Style Feature
Python
13
star
58

GPSDiffusion-Object-Shadow-Generation

4
star
59

toolbox

Python
4
star
60

MureObjectStitch-Image-Composition

Python
3
star
61

iConReg

Regulating contagion risk to curb the systemic crisis in loan networks though deep graph learning
2
star
62

Awesome-Video-Composition

2
star
63

ESL-chinese

Element of Statistical Learning δΈ­ζ–‡ηΏ»θ―‘η‰ˆ
1
star
64

anormal-detection

anormal detection of time series data.
1
star
65

financial-time-series

Learning Causal Relationships in Financial Time Series
1
star