diff --git a/hackathon/objectdetection.py b/hackathon/objectdetection.py
index 76af579..8c76409 100644
--- a/hackathon/objectdetection.py
+++ b/hackathon/objectdetection.py
@@ -38,9 +38,26 @@ def preprocessing(
 
     image = prepare_image(raw_image, image_size)
 
-    raise NotImplementedError
+    orig_height = tf.cast(tf.shape(raw_image)[0], tf.float32)
+    orig_width = tf.cast(tf.shape(raw_image)[1], tf.float32)
+
+    
+    ymin, xmin, ymax, xmax = tf.split(raw_bboxes, 4, axis=-1)
+    ymin = ymin / orig_height
+    ymax = ymax / orig_height
+    xmin = xmin / orig_width
+    xmax = xmax / orig_width
+    bboxes = tf.concat([ymin, xmin, ymax, xmax], axis=-1)
+
+    bboxes = tf.cast(bboxes, tf.float32)
+    labels = tf.cast(raw_labels, tf.int32)
+
+    return {
+        "image": image,
+        "bboxes": bboxes,
+        "labels": labels         
+    }
 
-    return {"image": image, "objects": objects}
 
 
 def augmentations(
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..73451b4
--- /dev/null
+++ b/poetry.lock
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+version = "3.22.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \"cygwin\""]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib_resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
+
+[extras]
+cuda = ["jax-cuda12-plugin"]
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.12,<4.0"
+content-hash = "c1ce6bb90f4021d201bc1fd45805fc4a49ebc40ae334c24df9ea024c27069db2"
diff --git a/pyproject.toml b/pyproject.toml
index bcdc9e8..a3a64b1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,7 +3,7 @@ name = "modelhackathon"
 version = "0.1.0"
 description = "Add your description here"
 readme = "README.md"
-requires-python = ">=3.12"
+requires-python = ">=3.12,<4.0"
 dependencies = [
     "einops>=0.8.1",
     "equimo>=0.4.0a6",