diff --git a/ARCHITECTURE.md b/ARCHITECTURE.md
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+# Package Organization
+
+This repository is a ROS 2 wrapper around the Ultralytics YOLOv8 library. As is
+standard with learning-based Python packages, a virtual environment is used to
+avoid Python dependency conflicts with other packages on the system. Virtual
+environments appear to be incompatible with the standard ROS 2 Python package
+architecture, thus `ament_cmake` is used instead of `ament_python`.
+
+## Virtual Environment Specification
+
+`pyproject.toml`, `poetry.lock`, and `poetry.toml` are used by the Poetry
+dependency manager to set up a virtual environment. `pyproject.toml` contains
+the editable list of Python dependencies used by the package. In general,
+`poetry.lock` and `poetry.toml` do not need to be manually edited.
+
+## `yolov8_ros/`
+
+This folder contains all ROS 2-related Python code. All ROS 2 nodes are
+implemented as modules with the suffix `_node` and must contain a `main()`
+function that can accept zero arguments. Nodes are not meant to be imported by
+other Python modules. `parameters.py` contains the sets of ROS 2 parameters
+declared by each node and their accompanying documentation.
+
+## ROS 2 Files
+
+### Package and Build System Files
+
+`package.xml` is a required ROS 2 package specification file.
+
+`CMakeLists.txt` defines where files and folders in this repository are copied
+or linked during the ROS 2 workspace build and install process.
+
+### Runtime Files
+
+`launch/` contains ROS 2 launch files.
+
+`scripts/python_entrypoint.py` is an internal script used to run Python modules
+within the virtual environment from launch files. See additional documentation
+at the top of this file.
+
+`rviz2/` contains saved configuration files for the `rviz2` tool.
diff --git a/README.md b/README.md
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--- a/README.md
+++ b/README.md
@@ -1,7 +1,8 @@
 # YOLOv8 ROS Integration
 
 This repository contains Python modules and a dependency specification to use
-Ultralytics YOLOv8 with ROS.
+Ultralytics YOLOv8 with ROS. Additional documentation about how this repository is
+organized can be found in [`ARCHITECTURE.md`](/ARCHITECTURE.md).
 
 ## Getting Started