human-object-interaction

There are 19 repositories under human-object-interaction topic.

• DirtyHarryLYL / HOI-Learning-List

  A list of Human-Object Interaction Learning.

  action-recognitionactivity-recognitionbehavior-analysishuman-object-interaction
  557

• vt-vl-lab / iCAN

  [BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

  human-object-interactionvisual-relationship-detectionaction-recognition
  Language:Python 258

• otaheri / GRAB

  GRAB: A Dataset of Whole-Body Human Grasping of Objects

  body-object-contactcontactgrabgrab-datasetgraspgraspinghand-object-interactionhuman-motionhuman-object-interactionmotion-tracking
  Language:Python 250

• DirtyHarryLYL / Transferable-Interactiveness-Network

  Code for Transferable Interactiveness Knowledge for Human-Object Interaction Detection. (CVPR'19, TPAMI'21)

  human-object-interactionhoi-detectionaction-recognitionhoi-classificationhoi-datasetsinteractiveness-knowledgehoi
  Language:Python 227
• InterDiff

  Sirui-Xu / InterDiff

  [ICCV 2023] Official PyTorch implementation of the paper "InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion"

  diffusion-modelsgenerative-aihuman-motion-predictionhuman-object-interactiondiffusiongenerative-modeldeep-learningobject-pose6dhuman-scene-interaction3d-human-posemotion-prediction
  Language:Python 225

• DirtyHarryLYL / HAKE

  HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20, TPAMI'21)

  action-recognitionactivity-recognitionhuman-object-interactiondatasetknowledge-basebenchmarkobject-recognition
  Language:Python 221

• DirtyHarryLYL / HAKE-Action-Torch

  HAKE-Action in PyTorch

  action-recognitionactivity-recognitionhuman-object-interactionknowledge-basepytorch
  221

• fabienbaradel / object_level_visual_reasoning

  Pytorch Implementation of "Object level Visual Reasoning in Videos", F. Baradel, N. Neverova, C. Wolf, J. Mille, G. Mori , ECCV 2018

  eccv-2018computer-visionvideo-understandinghuman-object-interaction
  Language:Python 172

• xiexh20 / behave-dataset

  Code to access BEHAVE dataset, CVPR'22

  3d-reconstructioncomputer-visiondatasethuman-object-interaction
  Language:Python 146

• fredzzhang / upt

  [CVPR'22] Official PyTorch implementation for paper "Efficient Two-Stage Detection of Human–Object Interactions with a Novel Unary–Pairwise Transformer"

  human-object-interactionpytorchtransformerstwo-stage-detector
  Language:Python 144

• hitachi-rd-cv / qpic

  Repo for CVPR2021 paper "QPIC: Query-Based Pairwise Human-Object Interaction Detection with Image-Wide Contextual Information"

  cocohico-det-traininghuman-object-interactioninteraction-detection
  Language:Python 132

• JacobYuan7 / RLIPv2

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

  detectionhuman-object-interactionlanguage-visionscene-graph-generation
  Language:Python 112

• ASMIftekhar / VSGNet

  VSGNet:Spatial Attention Network for Detecting Human Object Interactions Using Graph Convolutions.

  human-object-interactionaction-recognitionscene-understanding
  Language:Python 100

• DirtyHarryLYL / DJ-RN

  As a part of HAKE project (HAKE-3D). Code for our CVPR2020 paper "Detailed 2D-3D Joint Representation for Human-Object Interaction".

  human-object-interaction3d-reconstructionmultimodal-deep-learning
  Language:Python 100

• xiexh20 / CHORE

  Official implementation for the paper CHORE, ECCV'22

  3d-reconstructionhuman-object-interaction
  Language:Python 85
• VisTracker

  xiexh20 / VisTracker

  Official implementation for the CVPR'23 paper: Visibility Aware Human-Object Interaction Tracking from Single RGB Camera

  3d-reconstructionhuman-object-interaction
  Language:Python 67

• JiahaoPlus / SAGA

  [ECCV 2022] SAGA: Stochastic Whole-Body Grasping with Contact

  hand-posehuman-motiongenerative-modelgraspingvaehand-object-interactionhuman-object-interactionhuman-posemotion-generationmotion-synthesis
  Language:Python 66

• vaesl / IP-Net

  Learning Human-Object Interaction Detection using Interaction Points, CVPR 2020

  human-object-interaction
  Language:Python 64

• vt-vl-lab / DRG

  [ECCV 2020] DRG: Dual Relation Graph for Human-Object Interaction Detection

  human-object-interactiongraph-network
  Language:Python 64

• dqj5182 / CONTHO_RELEASE

  [CVPR 2024] This repo is official PyTorch implementation of Joint Reconstruction of 3D Human and Object via Contact-Based Refinement Transformer.

  3d-human-object-reconstruction3d-human-reconstruction3d-object-reconstructionhuman-object-interactiontransformer
  Language:Python 63

• fredzzhang / spatially-conditioned-graphs

  [ICCV'21] Official PyTorch implementation for paper "Spatially Conditioned Graphs for Detecting Human–Object Interactions"

  graphical-modelshuman-object-interactioniccv2021pytorch
  Language:Python 63

• fredzzhang / pvic

  [ICCV'23] Official PyTorch implementation for paper "Exploring Predicate Visual Context in Detecting Human-Object Interactions"

  detectionhuman-object-interactionpytorch
  Language:Python 62
• nifty

  nileshkulkarni / nifty

  Neural Interaction Fields for Trajectory sYnthesis

  human-motion-synthesishuman-object-interaction
  60

• chinancheng / awesome-human-object-interaction

  Paper list of human object interaction (HOI)

  awesome-listhuman-object-interactionhoiaction-recognitionobject-detection
  54

• coldmanck / VidHOI

  Official implementation of "ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos" (ACM ICMRW 2021)

  pytorchdeep-learninghuman-object-interactionvisual-relationship-detection
  Language:Jupyter Notebook 50

• fredzzhang / hicodet

  Utilities for the human-object interaction detection dataset HICO-DET

  datasethuman-object-interactionpytorchpython3
  Language:Python 50

• OreoChocolate / MUREN

  The official code for Relational Context Learning for Human-Object Interaction Detection, CVPR2023.

  human-object-interactioncvpr2023
  Language:Python 48

• zyong812 / STIP

  Code for CVPR22 paper: Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection.

  computer-visionhuman-object-interactioncvpr2022deep-learning
  Language:Python 44

• ptrvilya / object-popup

  [CVPR'23] Method to infer objects from human interactions

  3d-humanhuman-objecthuman-object-interactioncvpr23cvprcvpr2023
  Language:Python 39

• Charles-Xie / CQL

  Code for our paper "Category Query Learning for Human-Object Interaction Classification" (CVPR2023)

  cvpr2023hoihuman-object-interactionpytorchtransformer
  Language:Python 34

• yeliudev / ConsNet

  🚴‍♂️ ConsNet: Learning Consistency Graph for Zero-Shot Human-Object Interaction Detection (MM 2020)

  human-object-interactionpytorch
  Language:Python 33

• ivanDonadello / Visual-Relationship-Detection-LTN

  This repository contains the dataset and the source code for the detection of visual relationships with the Logic Tensor Networks framework.

  action-recognitiondeep-learninghuman-object-interactionscene-graphscene-recognitionscene-understandingsemantic-image-interpretationvisual-relationship-detectionvrdzero-shot-learning
  Language:Python 25

• tanqiu98 / 2G-GCN

  Code for the ECCV'22 paper "Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos".

  activity-recognitionbehavior-analysiscomputer-visiondataseteccv2022human-motionhuman-object-interaction
  Language:Python 24

• JacobYuan7 / OCN-HOI-Benchmark

  [AAAI 2022] Detecting Human-Object Interactions with Object-Guided Cross-Modal Calibrated Semantics.

  detrhuman-object-interactioncross-modalitydetectionend-to-end-pipeline
  Language:Python 16

• lmingyin / HOI-RT

  This is the repo for an open project named detecting human object interactions in real-time

  deep-learning-algorithmshuman-object-interactionreal-timeaction-detectioninteraction-detection
  Language:C 15

• KainingYing / dcnet

  A toolbox for HOI Detection.

  human-object-interaction
  Language:Python 8