类库 › motion-diffusion-model
GuyTevet

GuyTevet/motion-diffusion-model

MDM是《Human Motion Diffusion Model》论文的官方PyTorch实现,用于生成高质量的人类运动数据。它支持文本到动作、动作补全等任务,并包含加速版本DiP。该仓库提供预训练模型和评估脚本,旨在为研究人员提供高效的人体运动生成工具。

4,009 454 4,009 68
在 GitHub 上查看
GuyTevet/motion-diffusion-model

技术栈

根目录 python

框架

Tornado 6.2=py37h5eee18b_0

网络

Requests 2.28.1=pyhd8ed1ab_1
查看全部依赖 (108)

依赖

NumPy 1.21.5=py37h6c91a56_3 Pydantic 1.8.2=py37h5e8e339_2 _libgcc_mutex 0.1=main _openmp_mutex 5.1=1_gnu beautifulsoup4 4.11.1=pyha770c72_0 blas 1.0=mkl brotlipy 0.7.0=py37h540881e_1004 ca-certificates 2022.07.19=h06a4308_0 catalogue 2.0.8=py37h89c1867_0 certifi 2022.6.15=py37h06a4308_0 cffi 1.15.1=py37h74dc2b5_0 charset-normalizer 2.1.1=pyhd8ed1ab_0 colorama 0.4.5=pyhd8ed1ab_0 cryptography 35.0.0=py37hf1a17b8_2 cudatoolkit 11.0.221=h6bb024c_0 cycler 0.11.0=pyhd3eb1b0_0 cymem 2.0.6=py37hd23a5d3_3 dataclasses 0.8=pyhc8e2a94_3 dbus 1.13.18=hb2f20db_0 expat 2.4.9=h6a678d5_0 fftw 3.3.9=h27cfd23_1 filelock 3.8.0=pyhd8ed1ab_0 fontconfig 2.13.1=h6c09931_0 freetype 2.11.0=h70c0345_0 gdown 4.5.1=pyhd8ed1ab_0 giflib 5.2.1=h7b6447c_0 glib 2.69.1=h4ff587b_1 gst-plugins-base 1.14.0=h8213a91_2 gstreamer 1.14.0=h28cd5cc_2 h5py 3.7.0=py37h737f45e_0 hdf5 1.10.6=h3ffc7dd_1 icu 58.2=he6710b0_3 idna 3.4=pyhd8ed1ab_0 intel-openmp 2021.4.0=h06a4308_3561 jinja2 3.1.2=pyhd8ed1ab_1 joblib 1.1.0=pyhd3eb1b0_0 jpeg 9b=h024ee3a_2 kiwisolver 1.4.2=py37h295c915_0 langcodes 3.3.0=pyhd8ed1ab_0 lcms2 2.12=h3be6417_0 ld_impl_linux-64 2.38=h1181459_1 libffi 3.3=he6710b0_2 libgcc-ng 11.2.0=h1234567_1 libgfortran-ng 11.2.0=h00389a5_1 libgfortran5 11.2.0=h1234567_1 libgomp 11.2.0=h1234567_1 libpng 1.6.37=hbc83047_0 libstdcxx-ng 11.2.0=h1234567_1 libtiff 4.1.0=h2733197_1 libuuid 1.0.3=h7f8727e_2 libuv 1.40.0=h7b6447c_0 libwebp 1.2.0=h89dd481_0 libxcb 1.15=h7f8727e_0 libxml2 2.9.14=h74e7548_0 lz4-c 1.9.3=h295c915_1 markupsafe 2.1.1=py37h540881e_1 matplotlib 3.1.3=py37_0 matplotlib-base 3.1.3=py37hef1b27d_0 mkl 2021.4.0=h06a4308_640 mkl-service 2.4.0=py37h7f8727e_0 mkl_fft 1.3.1=py37hd3c417c_0 mkl_random 1.2.2=py37h51133e4_0 ncurses 6.3=h5eee18b_3 ninja 1.10.2=h06a4308_5 ninja-base 1.10.2=hd09550d_5 numpy-base 1.21.5=py37ha15fc14_3 openssl 1.1.1q=h7f8727e_0 packaging 21.3=pyhd8ed1ab_0 pathy 0.6.2=pyhd8ed1ab_0 pcre 8.45=h295c915_0 pillow 9.2.0=py37hace64e9_1 pip 22.2.2=py37h06a4308_0 pycparser 2.21=pyhd8ed1ab_0 pyopenssl 22.0.0=pyhd8ed1ab_1 pyparsing 3.0.9=py37h06a4308_0 pyqt 5.9.2=py37h05f1152_2 pysocks 1.7.1=py37h89c1867_5 python 3.7.13=h12debd9_0 python-dateutil 2.8.2=pyhd3eb1b0_0 python_abi 3.7=2_cp37m pytorch 1.7.1=py3.7_cuda11.0.221_cudnn8.0.5_0 qt 5.9.7=h5867ecd_1 readline 8.1.2=h7f8727e_1 scikit-learn 1.0.2=py37h51133e4_1 scipy 1.7.3=py37h6c91a56_2 setuptools 63.4.1=py37h06a4308_0 shellingham 1.5.0=pyhd8ed1ab_0 sip 4.19.8=py37hf484d3e_0 six 1.16.0=pyhd3eb1b0_1 smart_open 5.2.1=pyhd8ed1ab_0 soupsieve 2.3.2.post1=pyhd8ed1ab_0 spacy 3.3.1=py37h79cecc1_0 spacy-legacy 3.0.10=pyhd8ed1ab_0 spacy-loggers 1.0.3=pyhd8ed1ab_0 sqlite 3.39.3=h5082296_0 threadpoolctl 2.2.0=pyh0d69192_0 tk 8.6.12=h1ccaba5_0 torchaudio 0.7.2=py37 torchvision 0.8.2=py37_cu110 tqdm 4.64.1=py37h06a4308_0 trimesh 3.15.3=pyh1a96a4e_0 typer 0.4.2=pyhd8ed1ab_0 wandb 0.15.12=pyhd8ed1ab_0 wheel 0.37.1=pyhd3eb1b0_0 xz 5.2.6=h5eee18b_0 zipp 3.8.1=pyhd8ed1ab_0 zlib 1.2.12=h5eee18b_3 zstd 1.4.9=haebb681_0

visualize/joints2smpl python

查看全部依赖 (17)

依赖

NumPy 1.20.3 Pandas 1.3.1 cudatoolkit 10.2.89 einops 0.3.0 joblib 1.0.1 matplotlib 3.4.2 matplotlib-base 3.4.2 numpy-base 1.20.3 open3d 0.13.0 pip 21.1.3 python 3.7.6 pytorch 1.7.1 pytorch3d 0.4.0 tensorboardx 2.2 torchvision 0.8.2 tqdm 4.61.2 trimesh 3.9.24

截图

DiP
fixed_results
example
example
example

评论

首页 - Wiki
Copyright © 2011-2026 iteam. Current version is 2.155.2. UTC+08:00, 2026-05-22 20:03
浙ICP备14020137号-1 $访客地图$