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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。
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
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