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Title: GitHub - WindVChen/Sitcom-Crafter: A system for generating diverse, physically compliant 3D human motions across multiple motion types, guided by plot contexts to streamline creative workflows in anime and game design.

Open Graph Title: GitHub - WindVChen/Sitcom-Crafter: A system for generating diverse, physically compliant 3D human motions across multiple motion types, guided by plot contexts to streamline creative workflows in anime and game design.

X Title: GitHub - WindVChen/Sitcom-Crafter: A system for generating diverse, physically compliant 3D human motions across multiple motion types, guided by plot contexts to streamline creative workflows in anime and game design.

Description: A system for generating diverse, physically compliant 3D human motions across multiple motion types, guided by plot contexts to streamline creative workflows in anime and game design. - WindVChen/Sitcom-Crafter

Open Graph Description: A system for generating diverse, physically compliant 3D human motions across multiple motion types, guided by plot contexts to streamline creative workflows in anime and game design. - WindVChen/S...

X Description: A system for generating diverse, physically compliant 3D human motions across multiple motion types, guided by plot contexts to streamline creative workflows in anime and game design. - WindVChen/S...

Mail addresses
windvchen@gmail.com

Opengraph URL: https://github.com/WindVChen/Sitcom-Crafter

X: @github

direct link

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10 Commitshttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/commits/main/
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/commits/main/
HHInterhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/tree/main/HHInter
HHInterhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/tree/main/HHInter
HSInterhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/tree/main/HSInter
HSInterhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/tree/main/HSInter
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READMEhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter
Apache-2.0 licensehttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Sceneshttps://arxiv.org/abs/2410.10790
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#sitcom-crafter-a-plot-driven-human-motion-generation-system-in-3d-scenes
Jianqi Chenhttps://windvchen.github.io/
Panwen Huhttps://www.linkedin.com/in/panwenhu-profile/en?originalSubdomain=ae
Xiaojun Changhttps://scholar.google.com/citations?user=8suupocAAAAJ&hl=en
Zhenwei Shihttps://scholar.google.com.sg/citations?user=kNhFWQIAAAAJ&hl=en
Michael Kampffmeyerhttps://scholar.google.no/citations?user=9lDh2UgAAAAJ&hl=en
Xiaodan Lianghttps://scholar.google.com/citations?user=voxznZAAAAAJ&hl=en
https://camo.githubusercontent.com/9db579eb46d81e5848b39032ba259b5d1ab520459f6360b893337429a81b4caa/68747470733a2f2f6b6f6d617265762e636f6d2f67687076632f3f757365726e616d653d77696e64766368656e536974636f6d266c6162656c3d76697369746f7273
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https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#License
https://arxiv.org/abs/2410.10790
https://windvchen.github.io/Sitcom-Crafter/
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#share-us-a-star-if-this-repo-does-help
OpenReviewhttps://openreview.net/forum?id=FvIASa0tau
arXivhttps://arxiv.org/abs/2410.10790
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#updates
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#table-of-contents
Abstracthttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Abstract
Requirementshttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Requirements
Pretrained Weights Releasehttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Pretrained-Weights-Release
Data Preparationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Data-Preparation
InterHuman Data Preparationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#InterHuman-Data-Preparation
Inter-X Data Preparationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Inter-X-Data-Preparation
Human Interaction Data visualizationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Human-Interaction-Data-visualization
Othershttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Others
Calculate the std and mean of the human-human interactionhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Calculate-the-std-and-mean-of-the-human-human-interaction
Clip Embeddings Extractionhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Clip-Embeddings-Extraction
3D Replica Scene Data Preparationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#3D-Replica-Scene-Data-Preparation
SMPL/SMPLH/SMPLX Model Preparationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#SMPLSMPLHSMPLX-Model-Preparation
Essentials for Human-Human Penetration Loss Preparationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Essentials-for-Human-Human-Penetration-Loss-Preparation
Human locomotion and human-scene interaction pretrained weights and configurationshttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#human-locomotiona-and-human-scene-interaction-pretrained-weights-and-configurations
Body Regressorhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Body-Regressor
Body Regressor Traininghttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Body-Regressor-Training
Body Regressor Evaluation & Visualizationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Body-Regressor-Evaluation--Visualization
Human-Human Interaction Modulehttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Human-Human-Interaction-Module
Human-human interaction module traininghttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Human-human-interaction-module-training
Human-human interaction module evaluationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Human-human-interaction-module-evaluation
Human-human interaction module generation and visualizationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Human-human-interaction-module-generation-and-visualization
Full System Generationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Full-System-Generation
Plot-driven human motion generationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Plot-driven-human-motion-generation
Plot-driven human motion generation evaluationhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Plot-driven-human-motion-generation-evaluation
Plot-driven human motion generation Visualization (Blender)https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Plot-driven-human-motion-generation-Visualization-Blender
Resultshttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Results
Citation & Acknowledgmentshttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Citation--Acknowledgments
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#abstract
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/assets/framework.jpg
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#requirements
official websitehttps://github.com/nghorbani/human_body_prior
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#pretrained-weights-release
global_path.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/global_path.py
Body Regressor Traininghttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Body-Regressor-Training
Marker2SMPLHhttps://drive.google.com/file/d/1dBdHltzwmz6DP4DnxSN23Md_Z7M2cLtr/view?usp=sharing
Marker2SMPLXhttps://drive.google.com/file/d/1kxWXiBjDhCsP1xnPKttLoWXKuH4zIYO8/view?usp=sharing
configshttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/configs
Human-human interaction module traininghttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#Human-human-interaction-module-training
Model Checkpoint of Phase 1https://drive.google.com/file/d/1sXRTEQfDVcsQXxMqp1piAdUqaIj68BbC/view?usp=sharing
Model Checkpoint of Phase 1 & 2https://drive.google.com/file/d/1SrAqv8afMQPLKjwP65L295-tzdmwE-2n/view?usp=sharing
Model Checkpoint of Phase 1 & 2 & 3https://drive.google.com/file/d/1ROQoMy3AtCdutDjNAHB488xObLB4V9Sa/view?usp=sharing
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#data-preparation
global_path.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/global_path.py
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#interhuman-data-preparation
official websitehttps://github.com/tr3e/InterGen?tab=readme-ov-file
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https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#inter-x-data-preparation
official websitehttps://github.com/liangxuy/Inter-X
global_path.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/global_path.py
rearrange_dataset_interX.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/rearrange_dataset_interX.py
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#human-interaction-data-visualization
custom_visualize.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/custom_visualize.py
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#others
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#calculate-the-std-and-mean-of-the-human-human-interaction-dataset
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#clip-embeddings-extraction
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#3d-replica-scene-data-preparation
official websitehttps://github.com/facebookresearch/Replica-Dataset
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#smplsmplhsmplx-model-preparation
official website-SMPLhttps://smpl.is.tue.mpg.de/
official website-SMPLHhttps://mano.is.tue.mpg.de/
official website-SMPLXhttps://smpl-x.is.tue.mpg.de/
global_path.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/global_path.py
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#essentials-for-human-human-penetration-loss-preparation
official websitehttps://drive.google.com/uc?id=16eYddIxKPaZU-PjrH1x0Fgsen-x0ip3f
BUDDIhttps://github.com/muelea/buddi
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#human-locomotion-and-human-scene-interaction-pretrained-weights-and-configurations
official websitehttps://drive.google.com/drive/folders/1AvM4GvdkG1OkggaQnggNeGmt2xgipKRU
DIMOShttps://github.com/zkf1997/DIMOS
official websitehttps://github.com/zkf1997/COINS?tab=readme-ov-file#prox-s-dataset
COINS checkpointshttps://drive.google.com/drive/folders/1dKcFuWdR4QxciIuYclIVBenVepGRj4Oh
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#body-regressor
global_path.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/global_path.py
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#body-regressor-training
MoshRegressor_v3_neutral_new.yamlhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/marker_regressor/exp_GAMMAPrimitive/cfg/MoshRegressor_v3_neutral_new.yml
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#body-regressor-evaluation--visualization
MoshRegressor_v3_neutral_new.yamlhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/marker_regressor/exp_GAMMAPrimitive/cfg/MoshRegressor_v3_neutral_new.yml
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#human-human-interaction-module
global_path.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/global_path.py
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#human-human-interaction-module-training
datasets.yamlhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/configs/datasets.yaml
model.yamlhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/configs/model.yaml
train.yamlhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/configs/train.yaml
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#human-human-interaction-module-evaluation
datasets.yamlhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/configs/datasets.yaml
model.yamlhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/configs/model.yaml
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#human-human-interaction-module-generation-and-visualization
datasets.yamlhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/configs/datasets.yaml
model.yamlhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/configs/model.yaml
infer.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HHInter/infer.py
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#full-system-generation
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#plot-driven-human-motion-generation
global_path.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HSInter/global_path.py
demo_hsi_auto.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HSInter/synthesize/demo_hsi_auto.py
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#plot-driven-human-motion-generation-evaluation
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#plot-driven-human-motion-generation-visualization-blender
import_primitive.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HSInter/visualization/import_primitive.py
blendershow.pyhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/HSInter/visualization/blendershow.py
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#results
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/assets/visualization1.JPG
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/assets/visualization2.JPG
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#citation--acknowledgments
InterGenhttps://github.com/tr3e/InterGen
DIMOShttps://github.com/zkf1997/DIMOS
GAMMAhttps://github.com/yz-cnsdqz/GAMMA-release
BUDDIhttps://github.com/muelea/buddi
https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#license
LICENSEhttps://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter/blob/main/LICENSE
windvchen.github.io/Sitcom-Crafter/https://windvchen.github.io/Sitcom-Crafter/
locomotion https://patch-diff.githubusercontent.com/topics/locomotion
system-design https://patch-diff.githubusercontent.com/topics/system-design
human-scene-interaction https://patch-diff.githubusercontent.com/topics/human-scene-interaction
human-motion-generation https://patch-diff.githubusercontent.com/topics/human-motion-generation
human-human-interaction https://patch-diff.githubusercontent.com/topics/human-human-interaction
human-interaction-generation https://patch-diff.githubusercontent.com/topics/human-interaction-generation
Readme https://patch-diff.githubusercontent.com/WindVChen/Sitcom-Crafter#readme-ov-file
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