diff --git a/.DS_Store b/.DS_Store
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index 36c3335..0000000
Binary files a/.DS_Store and /dev/null differ
diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000..9429ef9
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1 @@
+training/weights_* filter=lfs diff=lfs merge=lfs -text
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..a96be9c
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+*/.DS_Store
+*/__pycache__/
diff --git a/UnEye.ipynb b/bin/UnEye.ipynb
similarity index 100%
rename from UnEye.ipynb
rename to bin/UnEye.ipynb
diff --git a/UnEye.py b/bin/UnEye.py
similarity index 100%
rename from UnEye.py
rename to bin/UnEye.py
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..ab920e6
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,19 @@
+[tool.poetry]
+name = "uneye"
+version = "0.1.0"
+description = ""
+authors = []
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = "^3.11"
+torch = "^2.6.0"
+numpy = "^1.26.0"
+scipy = "~1.14.0"
+scikit-image = "^0.25.0"
+scikit-learn = "^1.6.0"
+
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
diff --git a/requirements_lin.txt b/requirements_lin.txt
deleted file mode 100644
index 2aeda17..0000000
--- a/requirements_lin.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-http://download.pytorch.org/whl/cu92/torch-0.4.1-cp36-cp36m-linux_x86_64.whl
-torchvision
-numpy
-scipy
-scikit-image
-sklearn
-jupyter
-matplotlib
diff --git a/requirements_mac.txt b/requirements_mac.txt
deleted file mode 100644
index b388104..0000000
--- a/requirements_mac.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-torch
-torchvision
-numpy
-scipy
-scikit-image
-sklearn
-jupyter
-matplotlib
diff --git a/requirements_wind.txt b/requirements_wind.txt
deleted file mode 100644
index e190278..0000000
--- a/requirements_wind.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-http://download.pytorch.org/whl/cu92/torch-0.4.1-cp36-cp36m-win_amd64.whl
-torchvision
-numpy
-scipy
-scikit-image
-sklearn
-jupyter
-matplotlib
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 00da9ac..0000000
--- a/setup.py
+++ /dev/null
@@ -1,7 +0,0 @@
-#!/usr/bin/python3
-
-from distutils.core import setup
-setup(name='uneye',
-      version='0.1',
-      packages=['uneye'],
-      )
diff --git a/tests/__init__.py b/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/uneye/__init__.py b/uneye/__init__.py
index f97b7d4..f119832 100644
--- a/uneye/__init__.py
+++ b/uneye/__init__.py
@@ -1 +1,7 @@
 from .classifier import DNN
+
+
+def weights_dir():
+    from pathlib import Path
+
+    return Path(__file__).parent / "weights"
diff --git a/training/notes.md b/uneye/weights/notes.md
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rename from training/notes.md
rename to uneye/weights/notes.md
diff --git a/training/weights_1+2+3 b/uneye/weights/weights_1+2+3
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rename from training/weights_1+2+3
rename to uneye/weights/weights_1+2+3
diff --git a/training/weights_Andersson b/uneye/weights/weights_Andersson
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rename from training/weights_Andersson
rename to uneye/weights/weights_Andersson
diff --git a/training/weights_dataset1 b/uneye/weights/weights_dataset1
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rename from training/weights_dataset1
rename to uneye/weights/weights_dataset1
diff --git a/training/weights_dataset2 b/uneye/weights/weights_dataset2
similarity index 100%
rename from training/weights_dataset2
rename to uneye/weights/weights_dataset2
diff --git a/training/weights_dataset3 b/uneye/weights/weights_dataset3
similarity index 100%
rename from training/weights_dataset3
rename to uneye/weights/weights_dataset3
diff --git a/training/weights_synthetic b/uneye/weights/weights_synthetic
similarity index 100%
rename from training/weights_synthetic
rename to uneye/weights/weights_synthetic