diff --git a/poetry.lock b/poetry.lock
index 08aa38a33698f3259319493c589d383d7c48bfb6..52a945c2b8ddacf4b096c189a3842a8675e746f7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -5648,51 +5648,46 @@ test = ["asv", "codecov", "flake8", "matplotlib (>=3.0.3)", "pooch (>=1.3.0)", "
 
 [[package]]
 name = "scikit-learn"
-version = "1.3.1"
+version = "1.2.2"
 description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 joblib = ">=1.1.1"
-numpy = ">=1.17.3,<2.0"
-scipy = ">=1.5.0"
+numpy = ">=1.17.3"
+scipy = ">=1.3.2"
 threadpoolctl = ">=2.0.0"
 
 [package.extras]
 benchmark = ["matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "pandas (>=1.0.5)"]
-docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=6.0.0)", "sphinx-copybutton (>=0.5.2)", "sphinx-gallery (>=0.10.1)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
-examples = ["matplotlib (>=3.1.3)", "pandas (>=1.0.5)", "plotly (>=5.14.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"]
-tests = ["black (>=23.3.0)", "matplotlib (>=3.1.3)", "mypy (>=1.3)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pytest (>=7.1.2)", "pytest-cov (>=2.9.0)", "ruff (>=0.0.272)", "scikit-image (>=0.16.2)"]
+docs = ["Pillow (>=7.1.2)", "matplotlib (>=3.1.3)", "memory-profiler (>=0.57.0)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "plotly (>=5.10.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)", "sphinx (>=4.0.1)", "sphinx-gallery (>=0.7.0)", "sphinx-prompt (>=1.3.0)", "sphinxext-opengraph (>=0.4.2)"]
+examples = ["matplotlib (>=3.1.3)", "pandas (>=1.0.5)", "plotly (>=5.10.0)", "pooch (>=1.6.0)", "scikit-image (>=0.16.2)", "seaborn (>=0.9.0)"]
+tests = ["black (>=22.3.0)", "flake8 (>=3.8.2)", "matplotlib (>=3.1.3)", "mypy (>=0.961)", "numpydoc (>=1.2.0)", "pandas (>=1.0.5)", "pooch (>=1.6.0)", "pyamg (>=4.0.0)", "pytest (>=5.3.1)", "pytest-cov (>=2.9.0)", "scikit-image (>=0.16.2)"]
 
 [[package]]
 name = "scikit-plot"
@@ -7299,4 +7294,4 @@ omero = ["omero-py"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8, <3.11"
-content-hash = "bb5c6955680fa5531bcb5d3ff122932099354a98fef44de882b0e2211570159c"
+content-hash = "abefc5210bb7995b4c98b2a3cf50bc6a914e9f72a4c2f3cb9488c0f2e4e37fce"
diff --git a/pyproject.toml b/pyproject.toml
index aa83deef71fbd393dcc01ce438542e7020f25454..219320dd37a696d25284feea8d99fc6574f0bc10 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -33,7 +33,7 @@ pathos = "^0.2.8" # Lambda-friendly multithreading
 p-tqdm = "^1.3.3"
 pandas = ">=1.3.3"
 py-find-1st = "^1.1.5" # Fast indexing
-scikit-learn = ">=1.0.2" # Used for an extraction metric
+scikit-learn = ">=1.0.2, <1.3" # Used for an extraction metric
 scipy = ">=1.7.3"
 
 # Pipeline + I/O
@@ -46,7 +46,7 @@ xmltodict = "^0.13.0" # read ome-tiff metadata
 zarr = "^2.14.0"
 GitPython = "^3.1.27"
 h5py = "2.10" # File I/O
-aliby-baby = "^0.1.17" # segmentation
+aliby-baby = "^0.1.17"
 
 # Networking
 omero-py = { version = ">=5.6.2", optional = true } # contact omero server