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GitHub / bcmi 21 Repositories

Center for Brain-Like Computing and Machine Intelligence, Shanghai Jiao Tong University.

bcmi/Object-Reflection-Generation-Dataset-DEROBA

Size: 2.3 MB - Last synced at: about 23 hours ago - Pushed at: about 24 hours ago - Stars: 0 - Forks: 0

bcmi/Awesome-Object-Reflection-Generation

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

Size: 7.81 KB - Last synced at: about 23 hours ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

bcmi/Awesome-Object-Shadow-Generation

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

Size: 230 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 102 - Forks: 5

bcmi/Awesome-Object-Placement

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

Size: 413 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 94 - Forks: 0

bcmi/Awesome-Generative-Image-Composition

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

Language: Python - Size: 2.91 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 117 - Forks: 7

bcmi/Awesome-Aesthetic-Evaluation-and-Cropping

Size: 55.7 KB - Last synced at: about 22 hours ago - Pushed at: 10 months ago - Stars: 329 - Forks: 26

bcmi/Light-A-Video

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion

Language: Python - Size: 26.2 MB - Last synced at: 6 days ago - Pushed at: 11 days ago - Stars: 412 - Forks: 27

bcmi/Awesome-Image-Composition

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.

Size: 144 KB - Last synced at: 11 days ago - Pushed at: 30 days ago - Stars: 1,084 - Forks: 97

bcmi/Awesome-Few-Shot-Image-Generation

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

Size: 82 KB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 374 - Forks: 46

bcmi/Awesome-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.

Size: 18.6 KB - Last synced at: 11 days ago - Pushed at: 30 days ago - Stars: 499 - Forks: 81

bcmi/GPSDiffusion-Object-Shadow-Generation

[CVPR 2025] The code and model for our paper "Shadow Generation Using Diffusion Model with Geometry Prior", CVPR, 2025.

Language: Python - Size: 7.19 MB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 39 - Forks: 0

bcmi/libcom

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

Language: Python - Size: 66.9 MB - Last synced at: 14 days ago - Pushed at: about 2 months ago - Stars: 615 - Forks: 43

bcmi/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.

Language: Python - Size: 23 MB - Last synced at: about 9 hours ago - Pushed at: about 3 years ago - Stars: 127 - Forks: 13

bcmi/Awesome-Spatial-Transformation

Size: 7.81 KB - Last synced at: 5 days ago - Pushed at: 30 days ago - Stars: 0 - Forks: 0

bcmi/Awesome-Image-Harmonization

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

Size: 700 KB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 475 - Forks: 30

bcmi/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.

Language: Python - Size: 20.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 57 - Forks: 4

bcmi/Awesome-Image-Blending

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

Size: 752 KB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 44 - Forks: 0

bcmi/DCI-VTON-Virtual-Try-On

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

Language: Python - Size: 5.78 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 450 - Forks: 67

bcmi/ControlCom-Image-Composition

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

Language: Python - Size: 18.7 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 166 - Forks: 9

bcmi/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.

Language: Python - Size: 14.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 125 - Forks: 13

bcmi/Awesome-Composition-Occlusion

Size: 1.95 KB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

bcmi/MureObjectStitch-Image-Composition

Language: Python - Size: 28.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 97 - Forks: 1

bcmi/FOPA-Fast-Object-Placement-Assessment

A discriminative object placement approach

Language: Python - Size: 1.31 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 34 - Forks: 1

bcmi/TopNet-Object-Placement

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

Language: Python - Size: 1.37 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 22 - Forks: 1

bcmi/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.

Size: 3.37 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 19 - Forks: 0

bcmi/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.

Language: Python - Size: 18.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 17 - Forks: 1

bcmi/DucoNet-Image-Harmonization

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

Language: Python - Size: 389 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 41 - Forks: 2

bcmi/GracoNet-Object-Placement

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

Language: Python - Size: 2.58 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 98 - Forks: 6

bcmi/BargainNet-Image-Harmonization

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

Language: Python - Size: 16.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 70 - Forks: 5

bcmi/Foreground-Object-Search-Dataset-FOSD

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

Language: Python - Size: 45.9 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 20 - Forks: 1

bcmi/SycoNet-Adaptive-Image-Harmonization

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

Language: Python - Size: 9.98 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 37 - Forks: 2

bcmi/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.

Language: Python - Size: 30.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 128 - Forks: 10

bcmi/PHDiffusion-Painterly-Image-Harmonization

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

Language: Python - Size: 7.39 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 54 - Forks: 2

bcmi/DreamCom-Image-Composition

A simple baseline for image composition using text-guided inpainting model

Language: Python - Size: 185 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 19 - Forks: 3

bcmi/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.

Language: Python - Size: 4.49 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 75 - Forks: 3

bcmi/ProPIH-Painterly-Image-Harmonization

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

Language: Python - Size: 5.94 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 25 - Forks: 0

bcmi/ArtoPIH-Painterly-Image-Harmonization

[AAAI2024] Painterly Image Harmonization by Learning from Painterly Objects

Language: Python - Size: 2.73 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 25 - Forks: 1

bcmi/PHDNet-Painterly-Image-Harmonization

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

Language: Python - Size: 2.98 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 52 - Forks: 3

bcmi/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.

Language: Python - Size: 3.48 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 18 - Forks: 1

bcmi/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.

Language: MATLAB - Size: 1.01 GB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 770 - Forks: 98

bcmi/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.

Language: Python - Size: 96.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 60 - Forks: 4

bcmi/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.

Language: Python - Size: 19.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 164 - Forks: 21

bcmi/Awesome-Foreground-Object-Search

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

Size: 258 KB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 10 - Forks: 0

bcmi/Composite-Image-Evaluation

Size: 5.86 KB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 20 - Forks: 0

bcmi/Color-Transfer-for-Image-Harmonization

Summarize different color transfer strategies for image harmonization task.

Language: MATLAB - Size: 13.3 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 15 - Forks: 0

bcmi/Accessory-Try-On-Dataset-STRAT

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

Language: Python - Size: 271 KB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 0

bcmi/SSP-AI-Generated-Image-Detection

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

Language: Python - Size: 650 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 24 - Forks: 1

bcmi/AustNet-Inharmonious-Region-Localization

[BMVC2022] Inharmonious Region Localization with Auxiliary Style Feature

Language: Python - Size: 652 KB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 1

bcmi/ObjectStitch-Image-Composition

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

Language: Python - Size: 5.75 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 19 - Forks: 0

bcmi/DIRL-Inharmonious-Region-Localization

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

Language: Python - Size: 14.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 24 - Forks: 1

bcmi/SLBR-Visible-Watermark-Removal

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

Language: Python - Size: 4.62 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 150 - Forks: 26

bcmi/Awesome-Weak-Shot-Learning

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

Size: 34.2 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 181 - Forks: 14

bcmi/CaGNet-Zero-Shot-Semantic-Segmentation

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

Language: Python - Size: 2.11 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 235 - Forks: 15

bcmi/Awesome-Video-Composition

Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

bcmi/MadisNet-Inharmonious-Region-Localization

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

Language: Python - Size: 4.03 MB - Last synced at: 12 months ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 0

bcmi/Human-Centric-Image-Cropping

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

Language: Python - Size: 4.56 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 5

bcmi/anormal-detection

anormal detection of time series data.

Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: over 9 years ago - Stars: 1 - Forks: 0

bcmi/financial-time-series

Learning Causal Relationships in Financial Time Series

Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: over 9 years ago - Stars: 1 - Forks: 0

bcmi/egads Fork of yahoo/egads

Extendible Generic Anomaly Detection System

Language: Java - Size: 1.29 MB - Last synced at: about 2 years ago - Pushed at: over 9 years ago - Stars: 1 - Forks: 1

bcmi/SimFormer-Weak-Shot-Semantic-Segmentation

Language: Python - Size: 2.19 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 38 - Forks: 1

bcmi/F2GAN-Few-Shot-Image-Generation

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

Language: Python - Size: 6.37 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 70 - Forks: 10

bcmi/Awesome-Visible-Watermark-Removal

Size: 8.79 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 49 - Forks: 6

bcmi/CaGNetv2-Zero-Shot-Semantic-Segmentation

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

Language: Python - Size: 721 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 34 - Forks: 1

bcmi/SimTrans-Weak-Shot-Classification

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

Language: Python - Size: 957 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 59 - Forks: 9

bcmi/DeltaGAN-Few-Shot-Image-Generation

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

Language: Python - Size: 53.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 42 - Forks: 3

bcmi/stock-price-prediction

Fall 18' Class Project for Artificial Intelligence

Language: Jupyter Notebook - Size: 69.3 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 18 - Forks: 60

bcmi/toolbox

Language: Python - Size: 14.6 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

bcmi/MatchingGAN-Few-Shot-Image-Generation

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

Language: Python - Size: 1.24 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 27 - Forks: 1

bcmi/RETAB-Weak-Shot-Semantic-Segmentation

Size: 0 Bytes - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

bcmi/TraMaS-Weak-Shot-Object-Detection

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

Language: Python - Size: 6.46 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 3

bcmi/iConReg

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

Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

bcmi/ESL-chinese

Element of Statistical Learning 中文翻译版

Size: 0 Bytes - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0