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scene-graph-generation

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ChocoWu /Awesome-Scene-Graph-Generation

This is a repository for listing papers on scene graph generation and application.

scene-graph scene-graph-generation scene-graph-to-image mllm mllm-for-sg

UpdatedNov 18, 2025

OpenPSG

Jingkang50 /OpenPSG

Benchmarking Panoptic Scene Graph Generation (PSG), ECCV'22

scene-graph scene-understanding scene-graph-generation

UpdatedApr 10, 2023
Python

yrcong /RelTR

RelTR: Relation Transformer for Scene Graph Generation:https://arxiv.org/abs/2201.11460v2

end-to-end visual-relationship-detection scene-graph-generation

UpdatedAug 20, 2024
Python

htcr /sam_road

Segment Anything Model for large-scale, vectorized road network extraction from aerial imagery. CVPRW 2024

computer-vision graph navigation mapping transformers remote-sensing autonomous-driving scene-graph graph-neural-networks graph-representation-learning segmentation-models scene-graph-generation segment-anything cvpr2024

UpdatedAug 10, 2024
Python

ShunChengWu /SceneGraphFusion

real-time scene-graph scene-understanding scene-graph-generation

UpdatedJul 26, 2022
C++

ShunChengWu /3DSSG

deep-learning incremental scene-graph scene-understanding scene-graph-generation

UpdatedAug 20, 2024
Python

bknyaz /sgg

Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.

computer-vision deep-learning graph pytorch generative-adversarial-network gan scene-graph message-passing paper-implementations visual-genome scene-graph-generation gqa augmentations wandb

UpdatedJun 18, 2023
Jupyter Notebook

naver-ai /egtr

[CVPR 2024 Best paper award candidate] EGTR: Extracting Graph from Transformer for Scene Graph Generation

transformer object-detection self-attention scene-graph-generation detr cvpr2024

UpdatedJun 25, 2024
Python

JacobYuan7 /RLIPv2

[ICCV 2023] RLIPv2: Fast Scaling of Relational Language-Image Pre-training

detection human-object-interaction scene-graph-generation language-vision

UpdatedMay 28, 2024
Python

Zhuzi24 /SGG-ToolKit

scene-graph-generation remote-sensing-imagery

UpdatedJun 1, 2025
Jupyter Notebook

yuweihao /KERN

Code for Knowledge-Embedded Routing Network for Scene Graph Generation (CVPR 2019)

computer-vision pytorch scene-graph graph-neural-network scene-graph-generation

UpdatedAug 17, 2022
Python

LilyDaytoy /OpenPVSG

Benchmarking Panoptic Video Scene Graph Generation (PVSG), CVPR'23

scene-graph video-understanding scene-understanding scene-graph-generation

UpdatedApr 30, 2024
Jupyter Notebook

VisionXLab /STAR-MMRotate

[TPAMI] Oriented object detection on STAR dataset.

dataset oriented-object-detection scene-graph-generation

UpdatedFeb 3, 2025
Python

SHTUPLUS /PySGG

The toolkit for scene graph generation

pytorch visual-relationship-detection scene-graph-generation

UpdatedFeb 27, 2022
Jupyter Notebook

coldmanck /recovering-unbiased-scene-graphs

Official implementation of "Recovering the Unbiased Scene Graphs from the Biased Ones" (ACMMM 2021)

deep-learning pytorch visual-relationship-detection scene-graph-generation

UpdatedSep 4, 2022
Python

4D-OR

egeozsoy /4D-OR

Official code of the paper 4D-OR: Semantic Scene Graphs for OR Domain Modeling accepted at MICCAI 2022. This repo includes both the dataset and our code.

video deep-learning point-cloud scene-graph 3d 4d scene-graph-generation

UpdatedMar 29, 2025
Python

chaoyivision /SGGpoint

[CVPR 2021] Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis (official pytorch implementation)

computer-vision point-cloud pytorch scene-graph 3d cvpr scene-understanding scene-graph-generation cvpr2021 scene-graph-classification

UpdatedMar 23, 2022
Jupyter Notebook

Depth-VRD

Sina-Baharlou /Depth-VRD

Improving Visual Relation Detection using Depth Maps (ICPR 2020)

computer-vision deep-learning pytorch faster-rcnn scene-graph depth-maps visual-genome visual-relationship-detection scene-graph-generation vg-depth scene-graphs icpr-2020 icpr2020 scene-graph-classification predicate-classification

UpdatedJul 24, 2022
Python

bowen-upenn /scene_graph_commonsense

[WACV 2025] Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge

machine-learning computer-vision deep-learning scene-graph commonsense-reasoning visual-genome multimodal scene-understanding scene-graph-generation large-language-models visual-relation-reasoning

UpdatedOct 29, 2024
Python

JeonJaeHyeong /DPL

Code for paper "Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation (ECCV 2024)"

computer-vision deep-learning neural-network pytorch natural-language-understanding longtail multimodal scene-graph-generation data-imbalance

UpdatedJul 23, 2025
Jupyter Notebook

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