diff --git a/poetry.lock b/poetry.lock
index 20a8993..49ad930 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,50 +1,180 @@
+# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand.
+
 [[package]]
 name = "absl-py"
 version = "1.4.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
-category = "main"
 optional = false
 python-versions = ">=3.6"
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 [[package]]
 name = "cachetools"
 version = "5.3.1"
 description = "Extensible memoizing collections and decorators"
-category = "main"
 optional = false
 python-versions = ">=3.7"
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 [[package]]
 name = "certifi"
 version = "2023.5.7"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
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 version = "3.1.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
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 python-versions = ">=3.8"
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 version = "0.11.0"
 description = "Composable style cycles"
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 version = "2.21.0"
 description = "Google Authentication Library"
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 cachetools = ">=2.0.0,<6.0"
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 name = "google-auth-oauthlib"
 version = "1.0.0"
 description = "Google Authentication Library"
-category = "main"
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 version = "1.56.0"
 description = "HTTP/2-based RPC framework"
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 python-versions = ">=3.7"
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 [package.extras]
 protobuf = ["grpcio-tools (>=1.56.0)"]
@@ -138,17 +358,23 @@ protobuf = ["grpcio-tools (>=1.56.0)"]
 name = "idna"
 version = "3.4"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
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+]
 
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 version = "2.31.1"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 numpy = "*"
@@ -174,9 +400,12 @@ tifffile = ["tifffile"]
 name = "imgaug"
 version = "0.4.0"
 description = "Image augmentation library for deep neural networks"
-category = "main"
 optional = false
 python-versions = "*"
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+]
 
 [package.dependencies]
 imageio = "*"
@@ -193,9 +422,12 @@ six = "*"
 name = "importlib-metadata"
 version = "6.7.0"
 description = "Read metadata from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 zipp = ">=0.5"
@@ -209,9 +441,12 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "importlib-resources"
 version = "5.12.0"
 description = "Read resources from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
+files = [
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+]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
@@ -224,886 +459,9 @@ testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-chec
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-
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-
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-category = "main"
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 python-versions = ">=3.7"
-
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-
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-testing = ["coverage", "pyyaml"]
-
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+
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+tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout"]
+
+[[package]]
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+description = "Decorators for profiling/timing/tracing individual functions"
+optional = false
+python-versions = "*"
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+[[package]]
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+optional = false
+python-versions = ">=3.7"
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@@ -1478,27 +1027,81 @@ protobuf = [
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 ]
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+
+[[package]]
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+
+[package.extras]
+diagrams = ["jinja2", "railroad-diagrams"]
+
+[[package]]
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+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
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+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "pywavelets"
+version = "1.4.1"
+description = "PyWavelets, wavelet transform module"
+optional = false
+python-versions = ">=3.8"
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@@ -1525,7 +1128,17 @@ pywavelets = [
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 ]
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+
+[package.dependencies]
+numpy = ">=1.17.3"
+
+[[package]]
+name = "pyyaml"
+version = "6.0"
+description = "YAML parser and emitter for Python"
+optional = false
+python-versions = ">=3.6"
+files = [
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@@ -1567,23 +1180,86 @@ pyyaml = [
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 ]
-requests = [
+
+[[package]]
+name = "requests"
+version = "2.31.0"
+description = "Python HTTP for Humans."
+optional = false
+python-versions = ">=3.7"
+files = [
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+charset-normalizer = ">=2,<4"
+idna = ">=2.5,<4"
+urllib3 = ">=1.21.1,<3"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+
+[[package]]
+name = "requests-oauthlib"
+version = "1.3.1"
+description = "OAuthlib authentication support for Requests."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
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+typing-extensions = {version = ">=4.0.0,<5.0", markers = "python_version < \"3.9\""}
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
+[[package]]
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+
+[package.dependencies]
+pyasn1 = ">=0.1.3"
+
+[[package]]
+name = "scikit-image"
+version = "0.21.0"
+description = "Image processing in Python"
+optional = false
+python-versions = ">=3.8"
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@@ -1606,7 +1282,34 @@ scikit-image = [
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+numpy = ">=1.21.1"
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+PyWavelets = ">=1.1.1"
+scipy = ">=1.8"
+tifffile = ">=2022.8.12"
+
+[package.extras]
+build = ["Cython (>=0.29.32)", "build", "meson-python (>=0.13)", "ninja", "numpy (>=1.21.1)", "packaging (>=21)", "pythran", "setuptools (>=67)", "spin (==0.3)", "wheel"]
+data = ["pooch (>=1.6.0)"]
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+developer = ["pre-commit", "rtoml"]
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+
+[[package]]
+name = "scipy"
+version = "1.9.3"
+description = "Fundamental algorithms for scientific computing in Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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@@ -1629,15 +1332,38 @@ scipy = [
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+
+[package.extras]
+dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
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+test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+
+[[package]]
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+version = "68.0.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.7"
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+
+[[package]]
+name = "shapely"
+version = "2.0.1"
+description = "Manipulation and analysis of geometric objects"
+optional = false
+python-versions = ">=3.7"
+files = [
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@@ -1677,31 +1403,96 @@ shapely = [
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 ]
-six = [
+
+[package.dependencies]
+numpy = ">=1.14"
+
+[package.extras]
+docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
+test = ["pytest", "pytest-cov"]
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
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 ]
-tensorboard = [
+
+[[package]]
+name = "tensorboard"
+version = "2.13.0"
+description = "TensorBoard lets you watch Tensors Flow"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "tensorboard-2.13.0-py3-none-any.whl", hash = "sha256:ab69961ebddbddc83f5fa2ff9233572bdad5b883778c35e4fe94bf1798bd8481"},
 ]
-tensorboard-data-server = [
+
+[package.dependencies]
+absl-py = ">=0.4"
+google-auth = ">=1.6.3,<3"
+google-auth-oauthlib = ">=0.5,<1.1"
+grpcio = ">=1.48.2"
+markdown = ">=2.6.8"
+numpy = ">=1.12.0"
+protobuf = ">=3.19.6"
+requests = ">=2.21.0,<3"
+setuptools = ">=41.0.0"
+tensorboard-data-server = ">=0.7.0,<0.8.0"
+werkzeug = ">=1.0.1"
+wheel = ">=0.26"
+
+[[package]]
+name = "tensorboard-data-server"
+version = "0.7.1"
+description = "Fast data loading for TensorBoard"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "tensorboard_data_server-0.7.1-py3-none-any.whl", hash = "sha256:9938bd39f5041797b33921066fba0eab03a0dd10d1887a05e62ae58841ad4c3f"},
     {file = "tensorboard_data_server-0.7.1-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:be8d016a1aa394e6198280d4a3dc37898f56467310c5f5e617cac10a783e055a"},
     {file = "tensorboard_data_server-0.7.1-py3-none-manylinux2014_x86_64.whl", hash = "sha256:255c02b7f5b03dd5c0a88c928e563441ff39e1d4b4a234cdbe09f016e53d9594"},
 ]
-terminaltables = [
+
+[[package]]
+name = "terminaltables"
+version = "3.1.10"
+description = "Generate simple tables in terminals from a nested list of strings."
+optional = false
+python-versions = ">=2.6"
+files = [
     {file = "terminaltables-3.1.10-py2.py3-none-any.whl", hash = "sha256:e4fdc4179c9e4aab5f674d80f09d76fa436b96fdc698a8505e0a36bf0804a874"},
     {file = "terminaltables-3.1.10.tar.gz", hash = "sha256:ba6eca5cb5ba02bba4c9f4f985af80c54ec3dccf94cfcd190154386255e47543"},
 ]
-tifffile = [
+
+[[package]]
+name = "tifffile"
+version = "2023.4.12"
+description = "Read and write TIFF files"
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "tifffile-2023.4.12-py3-none-any.whl", hash = "sha256:3161954746fe32c4f4244d0fb2eb0a272f3a3760b78882a42faa83ac5e6e0b74"},
     {file = "tifffile-2023.4.12.tar.gz", hash = "sha256:2fa99f9890caab919d932a0acaa9d0f5843dc2ef3594e212963932e20713badd"},
 ]
-tomli = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
-]
-torch = [
+
+[package.dependencies]
+numpy = "*"
+
+[package.extras]
+all = ["defusedxml", "fsspec", "imagecodecs (>=2023.1.23)", "lxml", "matplotlib", "zarr"]
+
+[[package]]
+name = "torch"
+version = "1.12.1"
+description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration"
+optional = false
+python-versions = ">=3.7.0"
+files = [
     {file = "torch-1.12.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:9c038662db894a23e49e385df13d47b2a777ffd56d9bcd5b832593fab0a7e286"},
     {file = "torch-1.12.1-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:4e1b9c14cf13fd2ab8d769529050629a0e68a6fc5cb8e84b4a3cc1dd8c4fe541"},
     {file = "torch-1.12.1-cp310-cp310-win_amd64.whl", hash = "sha256:e9c8f4a311ac29fc7e8e955cfb7733deb5dbe1bdaabf5d4af2765695824b7e0d"},
@@ -1723,11 +1514,28 @@ torch = [
     {file = "torch-1.12.1-cp39-none-macosx_10_9_x86_64.whl", hash = "sha256:bfec2843daa654f04fda23ba823af03e7b6f7650a873cdb726752d0e3718dada"},
     {file = "torch-1.12.1-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:69fe2cae7c39ccadd65a123793d30e0db881f1c1927945519c5c17323131437e"},
 ]
-torchsummary = [
+
+[package.dependencies]
+typing-extensions = "*"
+
+[[package]]
+name = "torchsummary"
+version = "1.5.1"
+description = "Model summary in PyTorch similar to `model.summary()` in Keras"
+optional = false
+python-versions = "*"
+files = [
     {file = "torchsummary-1.5.1-py3-none-any.whl", hash = "sha256:10f41d1743fb918f83293f13183f532ab1bb8f6639a1b89e5f8592ec1919a976"},
     {file = "torchsummary-1.5.1.tar.gz", hash = "sha256:981bf689e22e0cf7f95c746002f20a24ad26aa6b9d861134a14bc6ce92230590"},
 ]
-torchvision = [
+
+[[package]]
+name = "torchvision"
+version = "0.13.1"
+description = "image and video datasets and models for torch deep learning"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "torchvision-0.13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:19286a733c69dcbd417b86793df807bd227db5786ed787c17297741a9b0d0fc7"},
     {file = "torchvision-0.13.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:08f592ea61836ebeceb5c97f4d7a813b9d7dc651bbf7ce4401563ccfae6a21fc"},
     {file = "torchvision-0.13.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:ef5fe3ec1848123cd0ec74c07658192b3147dcd38e507308c790d5943e87b88c"},
@@ -1748,27 +1556,111 @@ torchvision = [
     {file = "torchvision-0.13.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:b167934a5943242da7b1e59318f911d2d253feeca0d13ad5d832b58eed943401"},
     {file = "torchvision-0.13.1-cp39-cp39-win_amd64.whl", hash = "sha256:0e77706cc90462653620e336bb90daf03d7bf1b88c3a9a3037df8d111823a56e"},
 ]
-tqdm = [
+
+[package.dependencies]
+numpy = "*"
+pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
+requests = "*"
+torch = "1.12.1"
+typing-extensions = "*"
+
+[package.extras]
+scipy = ["scipy"]
+
+[[package]]
+name = "tqdm"
+version = "4.65.0"
+description = "Fast, Extensible Progress Meter"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "tqdm-4.65.0-py3-none-any.whl", hash = "sha256:c4f53a17fe37e132815abceec022631be8ffe1b9381c2e6e30aa70edc99e9671"},
     {file = "tqdm-4.65.0.tar.gz", hash = "sha256:1871fb68a86b8fb3b59ca4cdd3dcccbc7e6d613eeed31f4c332531977b89beb5"},
 ]
-typing-extensions = [
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
+[[package]]
+name = "typing-extensions"
+version = "4.7.0"
+description = "Backported and Experimental Type Hints for Python 3.7+"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "typing_extensions-4.7.0-py3-none-any.whl", hash = "sha256:5d8c9dac95c27d20df12fb1d97b9793ab8b2af8a3a525e68c80e21060c161771"},
     {file = "typing_extensions-4.7.0.tar.gz", hash = "sha256:935ccf31549830cda708b42289d44b6f74084d616a00be651601a4f968e77c82"},
 ]
-urllib3 = [
+
+[[package]]
+name = "urllib3"
+version = "1.26.16"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+files = [
     {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
     {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
 ]
-werkzeug = [
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "werkzeug"
+version = "2.3.6"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.8"
+files = [
     {file = "Werkzeug-2.3.6-py3-none-any.whl", hash = "sha256:935539fa1413afbb9195b24880778422ed620c0fc09670945185cce4d91a8890"},
     {file = "Werkzeug-2.3.6.tar.gz", hash = "sha256:98c774df2f91b05550078891dee5f0eb0cb797a522c757a2452b9cee5b202330"},
 ]
-wheel = [
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
+[[package]]
+name = "wheel"
+version = "0.40.0"
+description = "A built-package format for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "wheel-0.40.0-py3-none-any.whl", hash = "sha256:d236b20e7cb522daf2390fa84c55eea81c5c30190f90f29ae2ca1ad8355bf247"},
     {file = "wheel-0.40.0.tar.gz", hash = "sha256:cd1196f3faee2b31968d626e1731c94f99cbdb67cf5a46e4f5656cbee7738873"},
 ]
-zipp = [
+
+[package.extras]
+test = ["pytest (>=6.0.0)"]
+
+[[package]]
+name = "zipp"
+version = "3.15.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.7"
+files = [
     {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
     {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
 ]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.8,<4.0"
+content-hash = "8bf5e593978e3f9817dbeb58181776b78926f7bace318081f8444f2bbb7ce11a"
diff --git a/pyproject.toml b/pyproject.toml
index fd390c7..7a3a0d7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,7 +12,7 @@ torchvision = ">=0.8.2"
 matplotlib = "^3.3.3"
 tensorboard = "^2.12.2"
 terminaltables = "^3.1.10"
-Pillow = "^9.1.0"
+Pillow = "^10.0.0"
 tqdm = "^4.64.1"
 imgaug = "^0.4.0"
 torchsummary = "^1.5.1"