diff --git a/IS-Net/environment_cu118.yaml b/IS-Net/environment_cu118.yaml
new file mode 100644
index 0000000..e7826c7
--- /dev/null
+++ b/IS-Net/environment_cu118.yaml
@@ -0,0 +1,188 @@
+name: ISNet-cu118
+channels:
+  - pytorch
+  - nvidia
+  - anaconda
+  - defaults
+dependencies:
+  - _libgcc_mutex=0.1=main
+  - _openmp_mutex=5.1=1_gnu
+  - aom=3.6.0=h6a678d5_0
+  - blas=1.0=mkl
+  - blosc=1.21.3=h6a678d5_0
+  - brotli=1.0.9=h5eee18b_7
+  - brotli-bin=1.0.9=h5eee18b_7
+  - brotli-python=1.0.9=py38h6a678d5_7
+  - brunsli=0.1=h2531618_0
+  - bzip2=1.0.8=h7b6447c_0
+  - c-ares=1.19.1=h5eee18b_0
+  - ca-certificates=2023.08.22=h06a4308_0
+  - certifi=2023.7.22=py38h06a4308_0
+  - cffi=1.15.0=py38h7f8727e_0
+  - cfitsio=3.470=h5893167_7
+  - charls=2.2.0=h2531618_0
+  - charset-normalizer=2.0.4=pyhd3eb1b0_0
+  - click=8.1.7=py38h06a4308_0
+  - cloudpickle=2.2.1=py38h06a4308_0
+  - contourpy=1.0.5=py38hdb19cb5_0
+  - cryptography=41.0.3=py38h130f0dd_0
+  - cuda-cudart=11.8.89=0
+  - cuda-cupti=11.8.87=0
+  - cuda-libraries=11.8.0=0
+  - cuda-nvrtc=11.8.89=0
+  - cuda-nvtx=11.8.86=0
+  - cuda-runtime=11.8.0=0
+  - cudatoolkit=11.8.0=h6a678d5_0
+  - cycler=0.11.0=pyhd3eb1b0_0
+  - cytoolz=0.12.0=py38h5eee18b_0
+  - dask-core=2023.4.1=py38h06a4308_0
+  - dav1d=1.2.1=h5eee18b_0
+  - dbus=1.13.18=hb2f20db_0
+  - expat=2.5.0=h6a678d5_0
+  - ffmpeg=4.3=hf484d3e_0
+  - fftw=3.3.9=h27cfd23_1
+  - filelock=3.9.0=py38h06a4308_0
+  - fontconfig=2.14.1=h52c9d5c_1
+  - fonttools=4.25.0=pyhd3eb1b0_0
+  - freetype=2.12.1=h4a9f257_0
+  - fsspec=2023.9.2=py38h06a4308_0
+  - giflib=5.2.1=h5eee18b_3
+  - glib=2.63.1=h5a9c865_0
+  - gmp=6.2.1=h295c915_3
+  - gmpy2=2.1.2=py38heeb90bb_0
+  - gnutls=3.6.15=he1e5248_0
+  - gst-plugins-base=1.14.0=hbbd80ab_1
+  - gstreamer=1.14.0=hb453b48_1
+  - icu=58.2=he6710b0_3
+  - idna=3.4=py38h06a4308_0
+  - imagecodecs=2023.1.23=py38hc4b7b5f_0
+  - imageio=2.31.4=py38h06a4308_0
+  - importlib-metadata=6.0.0=py38h06a4308_0
+  - importlib_resources=6.1.0=py38h06a4308_0
+  - intel-openmp=2021.4.0=h06a4308_3561
+  - jinja2=3.1.2=py38h06a4308_0
+  - jpeg=9e=h5eee18b_1
+  - jxrlib=1.1=h7b6447c_2
+  - kiwisolver=1.4.4=py38h6a678d5_0
+  - krb5=1.20.1=h568e23c_1
+  - lame=3.100=h7b6447c_0
+  - lazy_loader=0.3=py38h06a4308_0
+  - lcms2=2.12=h3be6417_0
+  - lerc=3.0=h295c915_0
+  - libaec=1.0.4=he6710b0_1
+  - libavif=0.11.1=h5eee18b_0
+  - libbrotlicommon=1.0.9=h5eee18b_7
+  - libbrotlidec=1.0.9=h5eee18b_7
+  - libbrotlienc=1.0.9=h5eee18b_7
+  - libcublas=11.11.3.6=0
+  - libcufft=10.9.0.58=0
+  - libcufile=1.8.1.2=0
+  - libcurand=10.3.4.101=0
+  - libcurl=7.88.1=h91b91d3_2
+  - libcusolver=11.4.1.48=0
+  - libcusparse=11.7.5.86=0
+  - libdeflate=1.17=h5eee18b_1
+  - libedit=3.1.20221030=h5eee18b_0
+  - libev=4.33=h7f8727e_1
+  - libffi=3.2.1=hf484d3e_1007
+  - 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
+  - libiconv=1.16=h7f8727e_2
+  - libidn2=2.3.4=h5eee18b_0
+  - libjpeg-turbo=2.0.0=h9bf148f_0
+  - libnghttp2=1.52.0=ha637b67_1
+  - libnpp=11.8.0.86=0
+  - libnvjpeg=11.9.0.86=0
+  - libpng=1.6.39=h5eee18b_0
+  - libssh2=1.10.0=h37d81fd_2
+  - libstdcxx-ng=11.2.0=h1234567_1
+  - libtasn1=4.19.0=h5eee18b_0
+  - libtiff=4.5.1=h6a678d5_0
+  - libunistring=0.9.10=h27cfd23_0
+  - libuuid=1.41.5=h5eee18b_0
+  - libwebp=1.3.2=h11a3e52_0
+  - libwebp-base=1.3.2=h5eee18b_0
+  - libxcb=1.15=h7f8727e_0
+  - libxml2=2.9.14=h74e7548_0
+  - libzopfli=1.0.3=he6710b0_0
+  - llvm-openmp=14.0.6=h9e868ea_0
+  - locket=1.0.0=py38h06a4308_0
+  - lz4-c=1.9.4=h6a678d5_0
+  - markupsafe=2.1.1=py38h7f8727e_0
+  - matplotlib=3.7.2=py38h06a4308_0
+  - matplotlib-base=3.7.2=py38h1128e8f_0
+  - mkl=2021.4.0=h06a4308_640
+  - mkl-service=2.4.0=py38h7f8727e_0
+  - mkl_fft=1.3.1=py38hd3c417c_0
+  - mkl_random=1.2.2=py38h51133e4_0
+  - mpc=1.1.0=h10f8cd9_1
+  - mpfr=4.0.2=hb69a4c5_1
+  - mpmath=1.3.0=py38h06a4308_0
+  - munkres=1.1.4=py_0
+  - ncurses=6.4=h6a678d5_0
+  - nettle=3.7.3=hbbd107a_1
+  - networkx=3.1=py38h06a4308_0
+  - numpy=1.24.3=py38h14f4228_0
+  - numpy-base=1.24.3=py38h31eccc5_0
+  - openh264=2.1.1=h4ff587b_0
+  - openjpeg=2.4.0=h3ad879b_0
+  - openssl=1.1.1w=h7f8727e_0
+  - packaging=23.1=py38h06a4308_0
+  - partd=1.4.1=py38h06a4308_0
+  - pcre=8.45=h295c915_0
+  - pillow=10.0.1=py38ha6cbd5a_0
+  - pip=23.3=py38h06a4308_0
+  - pycparser=2.21=pyhd3eb1b0_0
+  - pyopenssl=23.2.0=py38h06a4308_0
+  - pyparsing=3.0.9=py38h06a4308_0
+  - pyqt=5.9.2=py38h05f1152_4
+  - pysocks=1.7.1=py38h06a4308_0
+  - python=3.8.0=h0371630_2
+  - python-dateutil=2.8.2=pyhd3eb1b0_0
+  - pytorch=2.1.1=py3.8_cuda11.8_cudnn8.7.0_0
+  - pytorch-cuda=11.8=h7e8668a_5
+  - pytorch-mutex=1.0=cuda
+  - pywavelets=1.4.1=py38h5eee18b_0
+  - pyyaml=6.0.1=py38h5eee18b_0
+  - qt=5.9.7=h5867ecd_1
+  - readline=7.0=h7b6447c_5
+  - requests=2.31.0=py38h06a4308_0
+  - scikit-image=0.20.0=py38h6a678d5_0
+  - scipy=1.9.1=py38h14f4228_0
+  - setuptools=68.0.0=py38h06a4308_0
+  - sip=4.19.13=py38h295c915_0
+  - six=1.16.0=pyhd3eb1b0_1
+  - snappy=1.1.9=h295c915_0
+  - sqlite=3.33.0=h62c20be_0
+  - sympy=1.11.1=py38h06a4308_0
+  - tifffile=2023.4.12=py38h06a4308_0
+  - tk=8.6.12=h1ccaba5_0
+  - toolz=0.12.0=py38h06a4308_0
+  - torchaudio=2.1.1=py38_cu118
+  - torchtriton=2.1.0=py38
+  - torchvision=0.16.1=py38_cu118
+  - tornado=6.3.3=py38h5eee18b_0
+  - tqdm=4.65.0=py38hb070fc8_0
+  - typing_extensions=4.7.1=py38h06a4308_0
+  - urllib3=1.26.18=py38h06a4308_0
+  - wheel=0.41.2=py38h06a4308_0
+  - xz=5.4.2=h5eee18b_0
+  - yaml=0.2.5=h7b6447c_0
+  - zfp=1.0.0=h6a678d5_0
+  - zipp=3.11.0=py38h06a4308_0
+  - zlib=1.2.13=h5eee18b_0
+  - zstd=1.5.5=hc292b87_0
+  - pip:
+      - appdirs==1.4.4
+      - conda-pack==0.7.1
+      - docker-pycreds==0.4.0
+      - gitdb==4.0.11
+      - gitpython==3.1.40
+      - protobuf==4.25.1
+      - psutil==5.9.6
+      - sentry-sdk==1.35.0
+      - setproctitle==1.3.3
+      - smmap==5.0.1
+      - wandb==0.16.0
diff --git a/IS-Net/requirements_cu118.txt b/IS-Net/requirements_cu118.txt
new file mode 100644
index 0000000..a15c4ad
--- /dev/null
+++ b/IS-Net/requirements_cu118.txt
@@ -0,0 +1,183 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: linux-64
+_libgcc_mutex=0.1=main
+_openmp_mutex=5.1=1_gnu
+aom=3.6.0=h6a678d5_0
+appdirs=1.4.4=pypi_0
+blas=1.0=mkl
+blosc=1.21.3=h6a678d5_0
+brotli=1.0.9=h5eee18b_7
+brotli-bin=1.0.9=h5eee18b_7
+brotli-python=1.0.9=py38h6a678d5_7
+brunsli=0.1=h2531618_0
+bzip2=1.0.8=h7b6447c_0
+c-ares=1.19.1=h5eee18b_0
+ca-certificates=2023.08.22=h06a4308_0
+certifi=2023.7.22=py38h06a4308_0
+cffi=1.15.0=py38h7f8727e_0
+cfitsio=3.470=h5893167_7
+charls=2.2.0=h2531618_0
+charset-normalizer=2.0.4=pyhd3eb1b0_0
+click=8.1.7=py38h06a4308_0
+cloudpickle=2.2.1=py38h06a4308_0
+conda-pack=0.7.1=pypi_0
+contourpy=1.0.5=py38hdb19cb5_0
+cryptography=41.0.3=py38h130f0dd_0
+cuda-cudart=11.8.89=0
+cuda-cupti=11.8.87=0
+cuda-libraries=11.8.0=0
+cuda-nvrtc=11.8.89=0
+cuda-nvtx=11.8.86=0
+cuda-runtime=11.8.0=0
+cudatoolkit=11.8.0=h6a678d5_0
+cycler=0.11.0=pyhd3eb1b0_0
+cytoolz=0.12.0=py38h5eee18b_0
+dask-core=2023.4.1=py38h06a4308_0
+dav1d=1.2.1=h5eee18b_0
+dbus=1.13.18=hb2f20db_0
+docker-pycreds=0.4.0=pypi_0
+expat=2.5.0=h6a678d5_0
+ffmpeg=4.3=hf484d3e_0
+fftw=3.3.9=h27cfd23_1
+filelock=3.9.0=py38h06a4308_0
+fontconfig=2.14.1=h52c9d5c_1
+fonttools=4.25.0=pyhd3eb1b0_0
+freetype=2.12.1=h4a9f257_0
+fsspec=2023.9.2=py38h06a4308_0
+giflib=5.2.1=h5eee18b_3
+gitdb=4.0.11=pypi_0
+gitpython=3.1.40=pypi_0
+glib=2.63.1=h5a9c865_0
+gmp=6.2.1=h295c915_3
+gmpy2=2.1.2=py38heeb90bb_0
+gnutls=3.6.15=he1e5248_0
+gst-plugins-base=1.14.0=hbbd80ab_1
+gstreamer=1.14.0=hb453b48_1
+icu=58.2=he6710b0_3
+idna=3.4=py38h06a4308_0
+imagecodecs=2023.1.23=py38hc4b7b5f_0
+imageio=2.31.4=py38h06a4308_0
+importlib-metadata=6.0.0=py38h06a4308_0
+importlib_resources=6.1.0=py38h06a4308_0
+intel-openmp=2021.4.0=h06a4308_3561
+jinja2=3.1.2=py38h06a4308_0
+jpeg=9e=h5eee18b_1
+jxrlib=1.1=h7b6447c_2
+kiwisolver=1.4.4=py38h6a678d5_0
+krb5=1.20.1=h568e23c_1
+lame=3.100=h7b6447c_0
+lazy_loader=0.3=py38h06a4308_0
+lcms2=2.12=h3be6417_0
+lerc=3.0=h295c915_0
+libaec=1.0.4=he6710b0_1
+libavif=0.11.1=h5eee18b_0
+libbrotlicommon=1.0.9=h5eee18b_7
+libbrotlidec=1.0.9=h5eee18b_7
+libbrotlienc=1.0.9=h5eee18b_7
+libcublas=11.11.3.6=0
+libcufft=10.9.0.58=0
+libcufile=1.8.1.2=0
+libcurand=10.3.4.101=0
+libcurl=7.88.1=h91b91d3_2
+libcusolver=11.4.1.48=0
+libcusparse=11.7.5.86=0
+libdeflate=1.17=h5eee18b_1
+libedit=3.1.20221030=h5eee18b_0
+libev=4.33=h7f8727e_1
+libffi=3.2.1=hf484d3e_1007
+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
+libiconv=1.16=h7f8727e_2
+libidn2=2.3.4=h5eee18b_0
+libjpeg-turbo=2.0.0=h9bf148f_0
+libnghttp2=1.52.0=ha637b67_1
+libnpp=11.8.0.86=0
+libnvjpeg=11.9.0.86=0
+libpng=1.6.39=h5eee18b_0
+libssh2=1.10.0=h37d81fd_2
+libstdcxx-ng=11.2.0=h1234567_1
+libtasn1=4.19.0=h5eee18b_0
+libtiff=4.5.1=h6a678d5_0
+libunistring=0.9.10=h27cfd23_0
+libuuid=1.41.5=h5eee18b_0
+libwebp=1.3.2=h11a3e52_0
+libwebp-base=1.3.2=h5eee18b_0
+libxcb=1.15=h7f8727e_0
+libxml2=2.9.14=h74e7548_0
+libzopfli=1.0.3=he6710b0_0
+llvm-openmp=14.0.6=h9e868ea_0
+locket=1.0.0=py38h06a4308_0
+lz4-c=1.9.4=h6a678d5_0
+markupsafe=2.1.1=py38h7f8727e_0
+matplotlib=3.7.2=py38h06a4308_0
+matplotlib-base=3.7.2=py38h1128e8f_0
+mkl=2021.4.0=h06a4308_640
+mkl-service=2.4.0=py38h7f8727e_0
+mkl_fft=1.3.1=py38hd3c417c_0
+mkl_random=1.2.2=py38h51133e4_0
+mpc=1.1.0=h10f8cd9_1
+mpfr=4.0.2=hb69a4c5_1
+mpmath=1.3.0=py38h06a4308_0
+munkres=1.1.4=py_0
+ncurses=6.4=h6a678d5_0
+nettle=3.7.3=hbbd107a_1
+networkx=3.1=py38h06a4308_0
+numpy=1.24.3=py38h14f4228_0
+numpy-base=1.24.3=py38h31eccc5_0
+openh264=2.1.1=h4ff587b_0
+openjpeg=2.4.0=h3ad879b_0
+openssl=1.1.1w=h7f8727e_0
+packaging=23.1=py38h06a4308_0
+partd=1.4.1=py38h06a4308_0
+pcre=8.45=h295c915_0
+pillow=10.0.1=py38ha6cbd5a_0
+pip=23.3=py38h06a4308_0
+protobuf=4.25.1=pypi_0
+psutil=5.9.6=pypi_0
+pycparser=2.21=pyhd3eb1b0_0
+pyopenssl=23.2.0=py38h06a4308_0
+pyparsing=3.0.9=py38h06a4308_0
+pyqt=5.9.2=py38h05f1152_4
+pysocks=1.7.1=py38h06a4308_0
+python=3.8.0=h0371630_2
+python-dateutil=2.8.2=pyhd3eb1b0_0
+pytorch=2.1.1=py3.8_cuda11.8_cudnn8.7.0_0
+pytorch-cuda=11.8=h7e8668a_5
+pytorch-mutex=1.0=cuda
+pywavelets=1.4.1=py38h5eee18b_0
+pyyaml=6.0.1=py38h5eee18b_0
+qt=5.9.7=h5867ecd_1
+readline=7.0=h7b6447c_5
+requests=2.31.0=py38h06a4308_0
+scikit-image=0.20.0=py38h6a678d5_0
+scipy=1.9.1=py38h14f4228_0
+sentry-sdk=1.35.0=pypi_0
+setproctitle=1.3.3=pypi_0
+setuptools=68.0.0=py38h06a4308_0
+sip=4.19.13=py38h295c915_0
+six=1.16.0=pyhd3eb1b0_1
+smmap=5.0.1=pypi_0
+snappy=1.1.9=h295c915_0
+sqlite=3.33.0=h62c20be_0
+sympy=1.11.1=py38h06a4308_0
+tifffile=2023.4.12=py38h06a4308_0
+tk=8.6.12=h1ccaba5_0
+toolz=0.12.0=py38h06a4308_0
+torchaudio=2.1.1=py38_cu118
+torchtriton=2.1.0=py38
+torchvision=0.16.1=py38_cu118
+tornado=6.3.3=py38h5eee18b_0
+tqdm=4.65.0=py38hb070fc8_0
+typing_extensions=4.7.1=py38h06a4308_0
+urllib3=1.26.18=py38h06a4308_0
+wandb=0.16.0=pypi_0
+wheel=0.41.2=py38h06a4308_0
+xz=5.4.2=h5eee18b_0
+yaml=0.2.5=h7b6447c_0
+zfp=1.0.0=h6a678d5_0
+zipp=3.11.0=py38h06a4308_0
+zlib=1.2.13=h5eee18b_0
+zstd=1.5.5=hc292b87_0