diff --git a/poetry.lock b/poetry.lock
index ef9173f..7563689 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -46,10 +46,10 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins"]
+dev = ["coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "sphinx", "sphinx-notfound-page", "zope.interface"]
+docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
+tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "zope.interface"]
+tests-no-zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six"]
 
 [[package]]
 name = "cachetools"
@@ -152,6 +152,7 @@ python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*"
 cachetools = ">=2.0.0,<5.0"
 pyasn1-modules = ">=0.2.1"
 rsa = {version = ">=3.1.4,<5", markers = "python_version >= \"3.6\""}
+setuptools = ">=40.3.0"
 six = ">=1.9.0"
 
 [package.extras]
@@ -257,9 +258,9 @@ optional = false
 python-versions = ">=3.6,<4.0"
 
 [package.extras]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
-requirements_deprecated_finder = ["pipreqs", "pip-api"]
 colors = ["colorama (>=0.4.3,<0.5.0)"]
+pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
 name = "joblib"
@@ -329,7 +330,7 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-build = ["twine", "wheel", "blurb"]
+build = ["blurb", "twine", "wheel"]
 docs = ["sphinx"]
 test = ["pytest (<5.4)", "pytest-cov"]
 
@@ -409,7 +410,7 @@ python-versions = ">=3.5"
 numpy = ">=1.7"
 
 [package.extras]
-docs = ["sphinx (==1.2.3)", "sphinxcontrib-napoleon", "sphinx-rtd-theme", "numpydoc"]
+docs = ["numpydoc", "sphinx (==1.2.3)", "sphinx-rtd-theme", "sphinxcontrib-napoleon"]
 tests = ["pytest", "pytest-cov", "pytest-pep8"]
 
 [[package]]
@@ -437,16 +438,20 @@ python-dateutil = ">=2.7.3"
 pytz = ">=2017.3"
 
 [package.extras]
-test = ["pytest (>=5.0.1)", "pytest-xdist", "hypothesis (>=3.58)"]
+test = ["hypothesis (>=3.58)", "pytest (>=5.0.1)", "pytest-xdist"]
 
 [[package]]
 name = "pillow"
-version = "9.0.1"
+version = "9.3.0"
 description = "Python Imaging Library (Fork)"
 category = "main"
 optional = false
 python-versions = ">=3.7"
 
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=2.4)", "sphinx-copybutton", "sphinx-issues (>=3.0.1)", "sphinx-removed-in", "sphinxext-opengraph"]
+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+
 [[package]]
 name = "pluggy"
 version = "0.13.1"
@@ -544,7 +549,7 @@ optional = false
 python-versions = "*"
 
 [package.extras]
-dev = ["sphinx (>=2.0)", "sphinx-rtd-theme", "ipython"]
+dev = ["ipython", "sphinx (>=2.0)", "sphinx-rtd-theme"]
 test = ["flake8", "pytest (>=5.0)"]
 
 [[package]]
@@ -559,16 +564,15 @@ python-versions = ">=3.6"
 numpy = ">=1.7"
 opt-einsum = ">=2.3.2"
 pyro-api = ">=0.1.1"
-torch = ">=1.6"
 tqdm = ">=4.36"
 
 [package.extras]
-dev = ["jupyter (>=1.0.0)", "graphviz (>=0.8)", "matplotlib (>=1.3)", "torchvision (>=0.7)", "visdom (>=0.1.4)", "pandas", "scikit-learn", "seaborn", "wget", "flake8", "isort", "nbformat", "nbsphinx (>=0.3.2)", "nbstripout", "nbval", "ninja", "pypandoc", "pytest (>=5.0)", "pytest-xdist", "scipy (>=1.1)", "sphinx", "sphinx-rtd-theme", "yapf"]
-extras = ["jupyter (>=1.0.0)", "graphviz (>=0.8)", "matplotlib (>=1.3)", "torchvision (>=0.7)", "visdom (>=0.1.4)", "pandas", "scikit-learn", "seaborn", "wget"]
+dev = ["flake8", "graphviz (>=0.8)", "isort", "jupyter (>=1.0.0)", "matplotlib (>=1.3)", "nbformat", "nbsphinx (>=0.3.2)", "nbstripout", "nbval", "ninja", "pandas", "pypandoc", "pytest (>=5.0)", "pytest-xdist", "scikit-learn", "scipy (>=1.1)", "seaborn", "sphinx", "sphinx-rtd-theme", "visdom (>=0.1.4)", "wget", "yapf"]
+extras = ["graphviz (>=0.8)", "jupyter (>=1.0.0)", "matplotlib (>=1.3)", "pandas", "scikit-learn", "seaborn", "visdom (>=0.1.4)", "wget"]
 funsor = ["funsor[torch] (==0.4.0)"]
 horovod = ["horovod[pytorch] (>=0.19)"]
 profile = ["prettytable", "pytest-benchmark", "snakeviz"]
-test = ["jupyter (>=1.0.0)", "graphviz (>=0.8)", "matplotlib (>=1.3)", "torchvision (>=0.7)", "visdom (>=0.1.4)", "pandas", "scikit-learn", "seaborn", "wget", "nbval", "pytest (>=5.0)", "pytest-cov", "scipy (>=1.1)"]
+test = ["graphviz (>=0.8)", "jupyter (>=1.0.0)", "matplotlib (>=1.3)", "nbval", "pandas", "pytest (>=5.0)", "pytest-cov", "scikit-learn", "scipy (>=1.1)", "seaborn", "visdom (>=0.1.4)", "wget"]
 
 [[package]]
 name = "pytest"
@@ -616,7 +620,7 @@ coverage = {version = ">=5.2.1", extras = ["toml"]}
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests (==2.0.2)", "six", "pytest-xdist", "virtualenv"]
+testing = ["fields", "hunter", "process-tests (==2.0.2)", "pytest-xdist", "six", "virtualenv"]
 
 [[package]]
 name = "pytest-datadir"
@@ -641,7 +645,7 @@ python-versions = ">=3.6"
 pytest = ">=5.0"
 
 [package.extras]
-dev = ["pre-commit", "tox", "pytest-asyncio"]
+dev = ["pre-commit", "pytest-asyncio", "tox"]
 
 [[package]]
 name = "python-dateutil"
@@ -685,7 +689,7 @@ idna = ">=2.5,<3"
 urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"]
+security = ["cryptography (>=1.3.4)", "pyOpenSSL (>=0.14)"]
 socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"]
 
 [[package]]
@@ -729,10 +733,10 @@ scipy = ">=0.19.1"
 threadpoolctl = ">=2.0.0"
 
 [package.extras]
-benchmark = ["matplotlib (>=2.1.1)", "pandas (>=0.25.0)", "memory-profiler (>=0.57.0)"]
-docs = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)", "memory-profiler (>=0.57.0)", "sphinx (>=3.2.0)", "sphinx-gallery (>=0.7.0)", "numpydoc (>=1.0.0)", "Pillow (>=7.1.2)", "sphinx-prompt (>=1.3.0)"]
-examples = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "seaborn (>=0.9.0)"]
-tests = ["matplotlib (>=2.1.1)", "scikit-image (>=0.13)", "pandas (>=0.25.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "flake8 (>=3.8.2)", "mypy (>=0.770)", "pyamg (>=4.0.0)"]
+benchmark = ["matplotlib (>=2.1.1)", "memory-profiler (>=0.57.0)", "pandas (>=0.25.0)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=2.1.1)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.0.0)", "pandas (>=0.25.0)", "scikit-image (>=0.13)", "seaborn (>=0.9.0)", "sphinx (>=3.2.0)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)"]
+examples = ["matplotlib (>=2.1.1)", "pandas (>=0.25.0)", "scikit-image (>=0.13)", "seaborn (>=0.9.0)"]
+tests = ["flake8 (>=3.8.2)", "matplotlib (>=2.1.1)", "mypy (>=0.770)", "pandas (>=0.25.0)", "pyamg (>=4.0.0)", "pytest (>=5.0.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.13)"]
 
 [[package]]
 name = "scipy"
@@ -745,6 +749,19 @@ python-versions = ">=3.7"
 [package.dependencies]
 numpy = ">=1.16.5"
 
+[[package]]
+name = "setuptools"
+version = "65.6.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-timeout", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -781,9 +798,11 @@ markdown = ">=2.6.8"
 numpy = ">=1.12.0"
 protobuf = ">=3.6.0"
 requests = ">=2.21.0,<3"
+setuptools = ">=41.0.0"
 tensorboard-data-server = ">=0.6.0,<0.7.0"
 tensorboard-plugin-wit = ">=1.6.0"
 werkzeug = ">=0.11.15"
+wheel = {version = ">=0.26", markers = "python_version >= \"3\""}
 
 [[package]]
 name = "tensorboard-data-server"
@@ -821,7 +840,7 @@ python-versions = ">=3.7"
 numpy = ">=1.15.1"
 
 [package.extras]
-all = ["imagecodecs (>=2020.5.30)", "matplotlib (>=3.2)", "lxml"]
+all = ["imagecodecs (>=2020.5.30)", "lxml", "matplotlib (>=3.2)"]
 
 [[package]]
 name = "toml"
@@ -913,9 +932,9 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
 
 [package.extras]
-secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
-socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 brotli = ["brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
@@ -933,7 +952,7 @@ six = ">=1.9.0,<2"
 
 [package.extras]
 docs = ["proselint (>=0.10.2)", "sphinx (>=3)", "sphinx-argparse (>=0.2.5)", "sphinx-rtd-theme (>=0.4.3)", "towncrier (>=19.9.0rc1)"]
-testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "packaging (>=20.0)", "xonsh (>=0.9.16)"]
+testing = ["coverage (>=4)", "coverage-enable-subprocess (>=1)", "flaky (>=3)", "packaging (>=20.0)", "pytest (>=4)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.1)", "pytest-mock (>=2)", "pytest-randomly (>=1)", "pytest-timeout (>=1)", "xonsh (>=0.9.16)"]
 
 [[package]]
 name = "werkzeug"
@@ -946,6 +965,17 @@ python-versions = ">=3.6"
 [package.extras]
 watchdog = ["watchdog"]
 
+[[package]]
+name = "wheel"
+version = "0.38.4"
+description = "A built-package format for Python"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest (>=3.0.0)"]
+
 [[package]]
 name = "wrapt"
 version = "1.12.1"
@@ -957,7 +987,7 @@ python-versions = "*"
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.8"
-content-hash = "61e3ea31ad3fc24c183014e51677760be2b03b73528a772181c03c0e77a1331e"
+content-hash = "a66275638a831973dcb4a731c91418eef78285e49b6e2592f305ecb45556cc5a"
 
 [metadata.files]
 absl-py = [
@@ -1359,41 +1389,67 @@ pandas = [
     {file = "pandas-1.2.4.tar.gz", hash = "sha256:649ecab692fade3cbfcf967ff936496b0cfba0af00a55dfaacd82bdda5cb2279"},
 ]
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-    {file = "requests_oauthlib-1.3.0-py3.7.egg", hash = "sha256:fa6c47b933f01060936d87ae9327fead68768b69c6c9ea2109c48be30f2d4dbc"},
 ]
 rsa = [
     {file = "rsa-4.7.2-py3-none-any.whl", hash = "sha256:78f9a9bf4e7be0c5ded4583326e7461e3a3c5aae24073648b4bdfa797d78c9d2"},
@@ -1605,6 +1638,10 @@ scipy = [
     {file = "scipy-1.6.1-cp39-cp39-win_amd64.whl", hash = "sha256:a5193a098ae9f29af283dcf0041f762601faf2e595c0db1da929875b7570353f"},
     {file = "scipy-1.6.1.tar.gz", hash = "sha256:c4fceb864890b6168e79b0e714c585dbe2fd4222768ee90bc1aa0f8218691b11"},
 ]
+setuptools = [
+    {file = "setuptools-65.6.0-py3-none-any.whl", hash = "sha256:6211d2f5eddad8757bd0484923ca7c0a6302ebc4ab32ea5e94357176e0ca0840"},
+    {file = "setuptools-65.6.0.tar.gz", hash = "sha256:d1eebf881c6114e51df1664bc2c9133d022f78d12d5f4f665b9191f084e2862d"},
+]
 six = [
     {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
@@ -1733,6 +1770,10 @@ werkzeug = [
     {file = "Werkzeug-2.0.1-py3-none-any.whl", hash = "sha256:6c1ec500dcdba0baa27600f6a22f6333d8b662d22027ff9f6202e3367413caa8"},
     {file = "Werkzeug-2.0.1.tar.gz", hash = "sha256:1de1db30d010ff1af14a009224ec49ab2329ad2cde454c8a708130642d579c42"},
 ]
+wheel = [
+    {file = "wheel-0.38.4-py3-none-any.whl", hash = "sha256:b60533f3f5d530e971d6737ca6d58681ee434818fab630c83a734bb10c083ce8"},
+    {file = "wheel-0.38.4.tar.gz", hash = "sha256:965f5259b566725405b05e7cf774052044b1ed30119b5d586b2703aafe8719ac"},
+]
 wrapt = [
     {file = "wrapt-1.12.1.tar.gz", hash = "sha256:b62ffa81fb85f4332a4f609cab4ac40709470da05643a082ec1eb88e6d9b97d7"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index d732bca..62a75b4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -19,7 +19,7 @@ matplotlib = "^3.3.2"
 numpy = "^1.19.4"
 opencv-python = "^4.4.0"
 pandas = "^1.1.4"
-Pillow = "^9.0.1"
+Pillow = "^9.3.0"
 pyro-ppl = ">=1.5.0,<1.6.0"
 python = "^3.8"
 scikit-learn = "^0.24.2"