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ICCV 2023, Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models

Home Page: https://zju3dv.github.io/hghoi/

Python 7.92% C# 19.62% ShaderLab 1.59% HLSL 3.34% CMake 0.01% C++ 66.61% C 0.92%

hghoi's Introduction

Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models

teaser

Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models
Huaijin Pi, Sida Peng, Minghui Yang, Xiaowei Zhou, Hujun Bao
ICCV 2023

Running

Please see README.md in Python and Unity directories for details.

Unity

We use Unity to export the training data, test the models, and visualize the generated motions. We achieve this by socket.

Python

We use Python to train the models on the exported dataset.

Citation

@InProceedings{Pi_2023_ICCV,
    author    = {Pi, Huaijin and Peng, Sida and Yang, Minghui and Zhou, Xiaowei and Bao, Hujun},
    title     = {Hierarchical Generation of Human-Object Interactions with Diffusion Probabilistic Models},
    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
    month     = {October},
    year      = {2023},
    pages     = {15061-15073}
}

hghoi's People

Contributors

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hghoi's Issues

Error about dataset

When I was trying to train using command python train.py --config configs/goalpose/vqvae.yaml, I got error: No such file or directory: './datasets/samp/MotionWorld/train/Input.txt'. May I ask when will the missing datasets/files be posted?

About checkpoint

I want to know when the checkpoint on training the network will be released。

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