diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 69bdfdb..4357124 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -7,23 +7,21 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
         matrix:
-            os: [ubuntu-22.04, ubuntu-20.04, windows-latest]
+            os: [ubuntu-24.04, ubuntu-22.04, windows-latest]
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v4
+
+      - name: Install Poetry
+        run: pipx install poetry
 
       - name: Set up Python
-        uses: actions/setup-python@v1
+        uses: actions/setup-python@v4
         with:
-          python-version: 3.8
-
-      - name: Upgrade pip
-        run: python3 -m pip install --upgrade pip
-      
-      - name: Install Poetry
-        run: pip3 install poetry --user
+          python-version: 3.x
+          cache: "poetry"
 
       - name: Install Dependencies
-        run: poetry install
+        run: poetry install --with dev
 
       # Prints the help pages of all scripts to see if the imports etc. work
       - name: Test the help pages
diff --git a/poetry.lock b/poetry.lock
index 7dacb1e..71720bb 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,123 +2,14 @@
 
 [[package]]
 name = "absl-py"
-version = "1.4.0"
+version = "2.1.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 category = "main"
 optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "absl-py-1.4.0.tar.gz", hash = "sha256:d2c244d01048ba476e7c080bd2c6df5e141d211de80223460d5b3b8a2a58433d"},
-    {file = "absl_py-1.4.0-py3-none-any.whl", hash = "sha256:0d3fe606adfa4f7db64792dd4c7aee4ee0c38ab75dfd353b7a83ed3e957fcb47"},
-]
-
-[[package]]
-name = "cachetools"
-version = "5.3.1"
-description = "Extensible memoizing collections and decorators"
-category = "main"
-optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.3.1-py3-none-any.whl", hash = "sha256:95ef631eeaea14ba2e36f06437f36463aac3a096799e876ee55e5cdccb102590"},
-    {file = "cachetools-5.3.1.tar.gz", hash = "sha256:dce83f2d9b4e1f732a8cd44af8e8fab2dbe46201467fc98b3ef8f269092bf62b"},
-]
-
-[[package]]
-name = "certifi"
-version = "2023.5.7"
-description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "certifi-2023.5.7-py3-none-any.whl", hash = "sha256:c6c2e98f5c7869efca1f8916fed228dd91539f9f1b444c314c06eef02980c716"},
-    {file = "certifi-2023.5.7.tar.gz", hash = "sha256:0f0d56dc5a6ad56fd4ba36484d6cc34451e1c6548c61daad8c320169f91eddc7"},
-]
-
-[[package]]
-name = "charset-normalizer"
-version = "3.2.0"
-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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 ]
 
 [[package]]
@@ -153,247 +44,304 @@ cron = ["capturer (>=2.4)"]
 
 [[package]]
 name = "contourpy"
-version = "1.1.0"
+version = "1.3.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "main"
 optional = false
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 ]
 
 [package.extras]
-protobuf = ["grpcio-tools (>=1.56.0)"]
+protobuf = ["grpcio-tools (>=1.68.0)"]
 
 [[package]]
 name = "humanfriendly"
@@ -410,28 +358,16 @@ files = [
 [package.dependencies]
 pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_version >= \"3.8\""}
 
-[[package]]
-name = "idna"
-version = "3.4"
-description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
-optional = false
-python-versions = ">=3.5"
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-]
-
 [[package]]
 name = "imageio"
-version = "2.31.1"
+version = "2.36.0"
 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"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -439,18 +375,20 @@ numpy = "*"
 pillow = ">=8.3.2"
 
 [package.extras]
-all-plugins = ["astropy", "av", "imageio-ffmpeg", "psutil", "tifffile"]
-all-plugins-pypy = ["av", "imageio-ffmpeg", "psutil", "tifffile"]
+all-plugins = ["astropy", "av", "imageio-ffmpeg", "numpy (>2)", "pillow-heif", "psutil", "rawpy", "tifffile"]
+all-plugins-pypy = ["av", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
 build = ["wheel"]
 dev = ["black", "flake8", "fsspec[github]", "pytest", "pytest-cov"]
 docs = ["numpydoc", "pydata-sphinx-theme", "sphinx (<6)"]
 ffmpeg = ["imageio-ffmpeg", "psutil"]
 fits = ["astropy"]
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+full = ["astropy", "av", "black", "flake8", "fsspec[github]", "gdal", "imageio-ffmpeg", "itk", "numpy (>2)", "numpydoc", "pillow-heif", "psutil", "pydata-sphinx-theme", "pytest", "pytest-cov", "rawpy", "sphinx (<6)", "tifffile", "wheel"]
 gdal = ["gdal"]
 itk = ["itk"]
 linting = ["black", "flake8"]
+pillow-heif = ["pillow-heif"]
 pyav = ["av"]
+rawpy = ["numpy (>2)", "rawpy"]
 test = ["fsspec[github]", "pytest", "pytest-cov"]
 tifffile = ["tifffile"]
 
@@ -478,154 +416,181 @@ Shapely = "*"
 six = "*"
 
 [[package]]
-name = "importlib-metadata"
-version = "6.8.0"
-description = "Read metadata from Python packages"
-category = "main"
-optional = false
-python-versions = ">=3.8"
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-[package.dependencies]
-zipp = ">=0.5"
-
-[package.extras]
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-
-[[package]]
-name = "importlib-resources"
-version = "6.0.0"
-description = "Read resources from Python packages"
+name = "jinja2"
+version = "3.1.4"
+description = "A very fast and expressive template engine."
 category = "main"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
-zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+MarkupSafe = ">=2.0"
 
 [package.extras]
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+i18n = ["Babel (>=2.7)"]
 
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-version = "1.4.4"
+version = "1.4.7"
 description = "A fast implementation of the Cassowary constraint solver"
 category = "main"
 optional = false
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-
 [package.extras]
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 [[package]]
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 [package.dependencies]
@@ -1026,27 +1152,27 @@ sympy = "*"
 
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@@ -1054,183 +1180,167 @@ numpy = [
 
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 [[package]]
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+zarr = ["fsspec", "zarr"]
 
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 [[package]]
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 [[package]]
 name = "werkzeug"
-version = "2.3.6"
+version = "3.1.3"
 description = "The comprehensive WSGI web application library."
 category = "main"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "Werkzeug-2.3.6-py3-none-any.whl", hash = "sha256:935539fa1413afbb9195b24880778422ed620c0fc09670945185cce4d91a8890"},
-    {file = "Werkzeug-2.3.6.tar.gz", hash = "sha256:98c774df2f91b05550078891dee5f0eb0cb797a522c757a2452b9cee5b202330"},
+    {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
+    {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
 ]
 
 [package.dependencies]
@@ -1835,38 +1915,7 @@ MarkupSafe = ">=2.1.1"
 [package.extras]
 watchdog = ["watchdog (>=2.3)"]
 
-[[package]]
-name = "wheel"
-version = "0.40.0"
-description = "A built-package format for Python"
-category = "main"
-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"},
-]
-
-[package.extras]
-test = ["pytest (>=6.0.0)"]
-
-[[package]]
-name = "zipp"
-version = "3.16.1"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.16.1-py3-none-any.whl", hash = "sha256:0b37c326d826d5ca35f2b9685cd750292740774ef16190008b00a0227c256fe0"},
-    {file = "zipp-3.16.1.tar.gz", hash = "sha256:857b158da2cbf427b376da1c24fd11faecbac5a4ac7523c3607f8a01f94c2ec0"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
-
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.8,<4.0"
-content-hash = "d0b4dc38591a7f161ca6ce10a0ad44519426e3fb0232963fc889735ba7bca8ad"
+python-versions = ">=3.10,<4.0"
+content-hash = "f4cbbb82ecbf702343afbff2c40bba94ac129fd3032cf22b603a06a977b6391c"
diff --git a/pyproject.toml b/pyproject.toml
index 0835836..1cd1093 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,25 +1,25 @@
 [tool.poetry]
 name = "YOEO"
-version = "1.5.0"
+version = "1.6.0"
 description = "A hybrid CNN for object detection and semantic segmentation"
 authors = ["Florian Vahl <git@flova.de>", "Jan Gutsche <git@jagut.de>"]
 
 [tool.poetry.dependencies]
-python = ">=3.8,<4.0"
-numpy = "^1.21.1"
-torch = ">=1.10.1, <1.13.0"
-torchvision = ">=0.8.2"
+python = ">=3.10,<4.0"
 matplotlib = "^3.3.3"
-tensorboard = "^2.12.2"
 terminaltables = "^3.1.10"
-Pillow = "^9.1.0"
-tqdm = "^4.64.1"
 imgaug = "^0.4.0"
+numpy = "^1.26"
+torch = "^2.5.1"
+torchvision = "^0.20.1"
+pillow = "^11.0.0"
 torchsummary = "^1.5.1"
-PyYAML = "^6.0"
-opencv-python = "^4.5.2"
+tqdm = "^4.67.0"
+opencv-python = "^4.10.0.84"
+pyyaml = "^6.0.2"
+tensorboard = "^2.18.0"
 
-[tool.poetry.dev-dependencies]
+[tool.poetry.group.dev.dependencies]
 onnxruntime = "^1.14.0"
 profilehooks = "^1.12.0"
 onnx = "^1.9.0"