ECCV_TransFusion

Official implementation of the ECCV 2024 paper: TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection

JSON API: http://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MaticFuc%2FECCV_TransFusion
PURL: pkg:github/MaticFuc/ECCV_TransFusion

Stars: 34
Forks: 2
Open issues: 2

License: mit
Language: Python
Size: 4.13 MB
Dependencies parsed at: 210

Created at: about 1 year ago
Updated at: 4 months ago
Pushed at: 4 months ago
Last synced at: 4 months ago

Topics: anomaly-detection, deep-learning, eccv2024, mvtec-3d-ad, mvtec-ad, unsupervised, visa

requirements.txt pypi

aom =3.5.0=h27087fc_0
beautifulsoup4 =4.12.3=pypi_0
blas =1.0=mkl
blosc =1.21.5=hc2324a3_1
brotli =1.0.9=h166bdaf_9
brotli-bin =1.0.9=h166bdaf_9
brotli-python =1.0.9=py312h6a678d5_8
brunsli =0.1=h9c3ff4c_0
bzip2 =1.0.8=h4bc722e_7
c-ares =1.33.1=heb4867d_0
ca-certificates =2024.7.4=hbcca054_0
cairo =1.16.0=hb05425b_5
certifi =2024.7.4=pyhd8ed1ab_0
cffi =1.17.0=py312h1671c18_0
cfitsio =3.470=hb418390_7
charls =2.2.0=h9c3ff4c_0
charset-normalizer =3.3.2=pyhd8ed1ab_0
colorama =0.4.6=pyhd8ed1ab_0
contourpy =1.3.0=py312h68727a3_0
cuda-cudart =12.1.105=0
cuda-cupti =12.1.105=0
cuda-libraries =12.1.0=0
cuda-nvrtc =12.1.105=0
cuda-nvtx =12.1.105=0
cuda-opencl =12.6.37=0
cuda-runtime =12.1.0=0
cuda-version =12.6=3
cycler =0.12.1=pyhd8ed1ab_0
dav1d =1.2.1=hd590300_0
dbus =1.13.18=hb2f20db_0
eigen =3.4.0=h00ab1b0_0
einops =0.8.0=pyhd8ed1ab_0
expat =2.6.2=h59595ed_0
ffmpeg =4.2.3=h167e202_0
filelock =3.15.4=pyhd8ed1ab_0
fontconfig =2.14.2=h14ed4e7_0
fonttools =4.53.1=py312h41a817b_0
freetype =2.12.1=h267a509_2
gdown =5.2.0=pypi_0
geos =3.12.2=he02047a_1
giflib =5.2.2=hd590300_0
glib =2.80.2=hf974151_0
glib-tools =2.80.2=hb6ce0ca_0
gmp =6.3.0=hac33072_2
gmpy2 =2.1.5=py312h1d5cde6_1
gnutls =3.6.13=h85f3911_1
graphite2 =1.3.14=h295c915_1
gst-plugins-base =1.14.1=h6a678d5_1
gstreamer =1.14.1=h5eee18b_1
h2 =4.1.0=pyhd8ed1ab_0
harfbuzz =4.3.0=hf52aaf7_2
hdf5 =1.12.1=nompi_h4df4325_104
hpack =4.0.0=pyh9f0ad1d_0
hyperframe =6.0.1=pyhd8ed1ab_0
icu =73.2=h59595ed_0
idna =3.8=pyhd8ed1ab_0
imagecodecs =2023.1.23=py312h81b8100_1
imageio =2.35.1=pyh12aca89_0
imgaug =0.4.0=pyhd8ed1ab_1
importlib-metadata =8.4.0=pyha770c72_0
intel-openmp =2023.1.0=hdb19cb5_46306
jinja2 =3.1.4=pyhd8ed1ab_0
joblib =1.4.2=pyhd8ed1ab_0
jpeg =9e=h166bdaf_2
jxrlib =1.1=hd590300_3
keyutils =1.6.1=h166bdaf_0
kiwisolver =1.4.5=py312h8572e83_1
krb5 =1.20.1=h81ceb04_0
lame =3.100=h166bdaf_1003
lazy-loader =0.4=pyhd8ed1ab_1
lazy_loader =0.4=pyhd8ed1ab_1
lcms2 =2.15=hfd0df8a_0
ld_impl_linux-64 =2.40=hf3520f5_7
lerc =3.0=h9c3ff4c_0
libabseil =20240116.2=cxx17_he02047a_1
libaec =1.1.3=h59595ed_0
libavif =0.11.1=h8182462_2
libblas =3.9.0=1_h86c2bf4_netlib
libbrotlicommon =1.0.9=h166bdaf_9
libbrotlidec =1.0.9=h166bdaf_9
libbrotlienc =1.0.9=h166bdaf_9
libcblas =3.9.0=6_ha36c22a_netlib
libclang =14.0.6=default_h7634d5b_1
libclang13 =14.0.6=default_h9986a30_1
libcublas =12.1.0.26=0
libcufft =11.0.2.4=0
libcufile =1.11.0.15=0
libcups =2.3.3=h36d4200_3
libcurand =10.3.7.37=0
libcurl =8.1.2=h409715c_0
libcusolver =11.4.4.55=0
libcusparse =12.0.2.55=0
libdeflate =1.17=h0b41bf4_0
libedit =3.1.20191231=he28a2e2_2
libev =4.33=hd590300_2
libexpat =2.6.2=h59595ed_0
libffi =3.4.2=h7f98852_5
libgcc =14.1.0=h77fa898_1
libgcc-ng =14.1.0=h69a702a_1
libgfortran =14.1.0=h69a702a_1
libgfortran-ng =14.1.0=h69a702a_1
libgfortran5 =14.1.0=hc5f4f2c_1
libglib =2.80.2=hf974151_0
libgomp =14.1.0=h77fa898_1
libhwloc =2.11.1=default_hecaa2ac_1000
libiconv =1.17=hd590300_2
libjpeg-turbo =2.0.0=h9bf148f_0
liblapack =3.9.0=6_ha36c22a_netlib
libllvm14 =14.0.6=hcd5def8_4
libnghttp2 =1.58.0=h47da74e_1
libnpp =12.0.2.50=0
libnsl =2.0.1=hd590300_0
libnvjitlink =12.1.105=0
libnvjpeg =12.1.1.14=0
libpng =1.6.43=h2797004_0
libpq =12.17=hdbd6064_0
libprotobuf =4.25.3=h08a7969_0
libsqlite =3.46.0=hde9e2c9_0
libssh2 =1.11.0=h0841786_0
libstdcxx =14.1.0=hc0a3c3a_1
libstdcxx-ng =14.1.0=h4852527_1
libtiff =4.5.1=h6a678d5_0
libuuid =2.38.1=h0b41bf4_0
libwebp-base =1.4.0=hd590300_0
libxcb =1.16=hb9d3cd8_1
libxcrypt =4.4.36=hd590300_1
libxkbcommon =1.7.0=h2c5496b_1
libxml2 =2.12.7=hc051c1a_1
libzlib =1.2.13=h4ab18f5_6
libzopfli =1.0.3=h9c3ff4c_0
llvm-openmp =15.0.7=h0cdce71_0
lz4-c =1.9.4=hcb278e6_0
markupsafe =2.1.5=py312h98912ed_0
matplotlib-base =3.9.2=py312h854627b_0
mkl =2023.1.0=h213fc3f_46344
mpc =1.3.1=h24ddda3_0
mpfr =4.2.1=h38ae2d0_2
mpmath =1.3.0=pyhd8ed1ab_0
munkres =1.1.4=pyh9f0ad1d_0
mysql =5.7.20=hf484d3e_1001
ncurses =6.5=he02047a_1
nettle =3.6=he412f7d_0
networkx =3.3=pyhd8ed1ab_1
numpy =1.26.4=py312heda63a1_0
opencv =4.10.0=py312h907dce5_0
openh264 =2.1.1=h780b84a_0
openjpeg =2.5.0=hfec8fc6_2
openssl =3.3.1=hb9d3cd8_3
packaging =24.1=pyhd8ed1ab_0
pandas =2.2.2=py312h1d6d2e6_1
pcre2 =10.43=hcad00b1_0
pillow =10.4.0=py312h5eee18b_0
pip =24.2=pyhd8ed1ab_0
pixman =0.43.2=h59595ed_0
positional-encodings =6.0.3=pypi_0
pthread-stubs =0.4=h36c2ea0_1001
pycparser =2.22=pyhd8ed1ab_0
pyparsing =3.1.4=pyhd8ed1ab_0
pysocks =1.7.1=pyha2e5f31_6
python =3.12.3=hab00c5b_0_cpython
python-dateutil =2.9.0=pyhd8ed1ab_0
python-tzdata =2024.1=pyhd8ed1ab_0
python_abi =3.12=5_cp312
pytorch =2.4.0=py3.12_cuda12.1_cudnn9.1.0_0
pytorch-cuda =12.1=ha16c6d3_5
pytorch-mutex =1.0=cuda
pytz =2024.1=pyhd8ed1ab_0
pywavelets =1.7.0=py312h4fc7734_0
pyyaml =6.0.2=py312h41a817b_0
qhull =2020.2=h434a139_5
qt-main =5.15.2=h53bd1ea_10
readline =8.2=h8228510_1
requests =2.32.3=pyhd8ed1ab_0
scikit-image =0.24.0=py312h1df14c2_2
scikit-learn =1.5.1=py312h775a589_0
scipy =1.14.1=py312h7d485d2_0
setuptools =72.2.0=pyhd8ed1ab_0
shapely =2.0.6=py312h8413631_0
six =1.16.0=pyh6c4a22f_0
snappy =1.2.1=ha2e4443_0
soupsieve =2.6=pypi_0
sqlite =3.46.0=h6d4b2fc_0
sympy =1.13.2=pypyh2585a3b_103
tbb =2021.12.0=h84d6215_4
threadpoolctl =3.5.0=pyhc1e730c_0
tifffile =2023.8.12=pyhd8ed1ab_0
tk =8.6.13=noxft_h4845f30_101
torchaudio =2.4.0=py312_cu121
torchtriton =3.0.0=py312
torchvision =0.19.0=py312_cu121
tqdm =4.66.5=pyhd8ed1ab_0
typing_extensions =4.12.2=pyha770c72_0
tzdata =2024a=h8827d51_1
urllib3 =2.2.2=pyhd8ed1ab_1
wheel =0.44.0=pyhd8ed1ab_0
x264 =1
xkeyboard-config =2.42=h4ab18f5_0
xorg-kbproto =1.0.7=h7f98852_1002
xorg-libx11 =1.8.9=hb711507_1
xorg-libxau =1.0.11=hd590300_0
xorg-libxdmcp =1.1.3=h7f98852_0
xorg-xextproto =7.3.0=h0b41bf4_1003
xorg-xproto =7.0.31=h7f98852_1007
xz =5.4.6=h5eee18b_1
yaml =0.2.5=h7f98852_2
zfp =1.0.1=hac33072_1
zipp =3.20.1=pyhd8ed1ab_0
zlib =1.2.13=h4ab18f5_6
zstandard =0.23.0=py312h3483029_0
zstd =1.5.6=ha6fb4c9_0

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