Added high-level diagrams

Author: ivanmilevtues

.codeboarding/Camera Calibration & 3D Reconstruction.md

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+```mermaid
+graph LR
+    OpenCV_Python_Wrapper["OpenCV Python Wrapper"]
+    Build_and_Setup_System["Build and Setup System"]
+    Utility_Scripts["Utility Scripts"]
+    Camera_Calibration_3D_Reconstruction["Camera Calibration & 3D Reconstruction"]
+    Build_and_Setup_System -- "utilizes" --> Utility_Scripts
+    Build_and_Setup_System -- "packages and installs" --> OpenCV_Python_Wrapper
+    Camera_Calibration_3D_Reconstruction -- "utilizes" --> OpenCV_Python_Wrapper
+```
+[![CodeBoarding](https://img.shields.io/badge/Generated%20by-CodeBoarding-9cf?style=flat-square)](https://github.com/CodeBoarding/GeneratedOnBoardings)[![Demo](https://img.shields.io/badge/Try%20our-Demo-blue?style=flat-square)](https://www.codeboarding.org/demo)[![Contact](https://img.shields.io/badge/Contact%20us%20-%[email protected]?style=flat-square)](mailto:[email protected])
+
+## Component Details
+
+This graph illustrates the architecture of the opencv-python project, highlighting key components and their interdependencies. The `Build and Setup System` is central to the project's distribution, relying on `Utility Scripts` and packaging the `OpenCV Python Wrapper`. The `Camera Calibration & 3D Reconstruction` component, which provides core computer vision functionalities, directly utilizes the `OpenCV Python Wrapper` to access the underlying OpenCV library.
+
+### OpenCV Python Wrapper
+This component serves as the primary Python interface to the underlying OpenCV library. It handles the loading of the compiled OpenCV modules and exposes their functionalities to Python users. It also manages the data files associated with OpenCV.
+
+
+**Related Classes/Methods**:
+
+- `cv2.__init__` (full file reference)
+
+
+### Build and Setup System
+This component is responsible for the build, installation, and packaging of the opencv-python library. It defines how the package is built from source, handles dependencies, and prepares the distribution for installation.
+
+
+**Related Classes/Methods**:
+
+- `setup` (full file reference)
+- `_build_backend.backend` (full file reference)
+
+
+### Utility Scripts
+This component encompasses various utility scripts used within the opencv-python project, such as those for finding the version, patching auditwheel whitelists, and potentially other helper functions for development or testing.
+
+
+**Related Classes/Methods**:
+
+- `find_version` (full file reference)
+- `patch_auditwheel_whitelist` (full file reference)
+- `scripts.__init__` (full file reference)
+
+
+### Camera Calibration & 3D Reconstruction
+Deals with camera parameters, undistortion, stereo vision, and 3D scene understanding, utilizing the core functionalities provided by the OpenCV library through its Python wrapper.
+
+
+**Related Classes/Methods**:
+
+- `cv2.calibrateCamera` (full file reference)
+- `cv2.findHomography` (full file reference)
+- `cv2.stereoCalibrate` (full file reference)
+
+
+
+
+### [FAQ](https://github.com/CodeBoarding/GeneratedOnBoardings/tree/main?tab=readme-ov-file#faq)

.codeboarding/Core Operations.md

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+```mermaid
+graph LR
+    Core_Operations["Core Operations"]
+    ImageIO["ImageIO"]
+    VideoIO["VideoIO"]
+    ImageProcessingCore["ImageProcessingCore"]
+    GUI["GUI"]
+    DrawingUtilities["DrawingUtilities"]
+    Core_Operations -- "provides fundamental data structures and operations to" --> ImageIO
+    Core_Operations -- "provides fundamental data structures and operations to" --> VideoIO
+    Core_Operations -- "provides fundamental data structures and operations to" --> ImageProcessingCore
+    Core_Operations -- "provides fundamental data structures and operations to" --> GUI
+    Core_Operations -- "provides fundamental data structures and operations to" --> DrawingUtilities
+    ImageIO -- "provides image data to" --> ImageProcessingCore
+    VideoIO -- "provides frame data to" --> ImageProcessingCore
+    ImageProcessingCore -- "outputs processed images/frames to" --> GUI
+    ImageProcessingCore -- "outputs processed images to" --> ImageIO
+    ImageProcessingCore -- "outputs processed frames to" --> VideoIO
+    GUI -- "controls flow for" --> VideoIO
+    ImageProcessingCore -- "provides images to be annotated to" --> DrawingUtilities
+    DrawingUtilities -- "provides annotated images to" --> GUI
+```
+[![CodeBoarding](https://img.shields.io/badge/Generated%20by-CodeBoarding-9cf?style=flat-square)](https://github.com/CodeBoarding/GeneratedOnBoardings)[![Demo](https://img.shields.io/badge/Try%20our-Demo-blue?style=flat-square)](https://www.codeboarding.org/demo)[![Contact](https://img.shields.io/badge/Contact%20us%20-%[email protected]?style=flat-square)](mailto:[email protected])
+
+## Component Details
+
+This architecture outlines the core components of an image and video processing system using OpenCV. It details how fundamental data structures and operations are provided, how images and videos are handled for input/output, how core image processing functions are applied, and how results are displayed and annotated.
+
+### Core Operations
+Provides fundamental data structures like `cv2.Mat` and basic array manipulation functions essential for all image and video processing tasks.
+
+
+**Related Classes/Methods**:
+
+- `cv2.Mat` (full file reference)
+- `cv2.add` (full file reference)
+- `cv2.subtract` (full file reference)
+
+
+### ImageIO
+This component is responsible for handling the loading of images from various file formats into memory and saving processed images back to disk. It acts as the primary interface for static image data persistence.
+
+
+**Related Classes/Methods**:
+
+- `cv2.imread` (full file reference)
+- `cv2.imwrite` (full file reference)
+
+
+### VideoIO
+This component manages the acquisition of video frames from cameras or video files and the writing of video frames to output files. It provides the necessary functionalities for real-time video stream processing.
+
+
+**Related Classes/Methods**:
+
+- `cv2.VideoCapture` (full file reference)
+- `cv2.VideoWriter` (full file reference)
+
+
+### ImageProcessingCore
+This central component provides a wide array of fundamental image manipulation and transformation functions. It includes operations like resizing, color space conversion, and basic filtering, forming the backbone for more complex computer vision tasks.
+
+
+**Related Classes/Methods**:
+
+- `cv2.cvtColor` (full file reference)
+- `cv2.resize` (full file reference)
+- `cv2.GaussianBlur` (full file reference)
+- `cv2.Canny` (full file reference)
+
+
+### GUI
+This component handles the display of images and video frames in windows, and manages user interactions such as keyboard presses. It is crucial for visualizing processing results and controlling application flow.
+
+
+**Related Classes/Methods**:
+
+- `cv2.imshow` (full file reference)
+- `cv2.waitKey` (full file reference)
+- `cv2.destroyAllWindows` (full file reference)
+- `cv2.namedWindow` (full file reference)
+
+
+### DrawingUtilities
+This component provides functions for drawing various geometric shapes, text, and other annotations directly onto image frames. It is commonly used for visualizing detected features, bounding boxes, or adding informational overlays.
+
+
+**Related Classes/Methods**:
+
+- `cv2.line` (full file reference)
+- `cv2.rectangle` (full file reference)
+- `cv2.circle` (full file reference)
+- `cv2.putText` (full file reference)
+
+
+
+
+### [FAQ](https://github.com/CodeBoarding/GeneratedOnBoardings/tree/main?tab=readme-ov-file#faq)

.codeboarding/Drawing & Annotations.md

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+```mermaid
+graph LR
+    Drawing_Annotations["Drawing & Annotations"]
+    OpenCV_Library["OpenCV Library"]
+    Drawing_Annotations -- "uses" --> OpenCV_Library
+```
+[![CodeBoarding](https://img.shields.io/badge/Generated%20by-CodeBoarding-9cf?style=flat-square)](https://github.com/CodeBoarding/GeneratedOnBoardings)[![Demo](https://img.shields.io/badge/Try%20our-Demo-blue?style=flat-square)](https://www.codeboarding.org/demo)[![Contact](https://img.shields.io/badge/Contact%20us%20-%[email protected]?style=flat-square)](mailto:[email protected])
+
+## Component Details
+
+This graph illustrates the interaction between a 'Drawing & Annotations' component and the 'OpenCV Library'. The 'Drawing & Annotations' component provides functionalities for rendering various shapes and text onto images, directly leveraging the core capabilities of the 'OpenCV Library' for its operations.
+
+### Drawing & Annotations
+Functions for drawing various shapes, lines, circles, rectangles, and text directly onto images.
+
+
+**Related Classes/Methods**:
+
+- `cv2.line` (full file reference)
+- `cv2.rectangle` (full file reference)
+- `cv2.putText` (full file reference)
+
+
+### OpenCV Library
+An open-source computer vision and machine learning software library. It provides a common infrastructure for computer vision applications and includes a wide variety of algorithms.
+
+
+**Related Classes/Methods**: _None_
+
+
+
+### [FAQ](https://github.com/CodeBoarding/GeneratedOnBoardings/tree/main?tab=readme-ov-file#faq)

.codeboarding/Feature Detection & Description.md

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+```mermaid
+graph LR
+    SIFT_Feature_Detector_Descriptor["SIFT Feature Detector & Descriptor"]
+    ORB_Feature_Detector_Descriptor["ORB Feature Detector & Descriptor"]
+    Brute_Force_Feature_Matcher["Brute-Force Feature Matcher"]
+    SIFT_Feature_Detector_Descriptor -- "produces features for" --> Brute_Force_Feature_Matcher
+    ORB_Feature_Detector_Descriptor -- "produces features for" --> Brute_Force_Feature_Matcher
+```
+[![CodeBoarding](https://img.shields.io/badge/Generated%20by-CodeBoarding-9cf?style=flat-square)](https://github.com/CodeBoarding/GeneratedOnBoardings)[![Demo](https://img.shields.io/badge/Try%20our-Demo-blue?style=flat-square)](https://www.codeboarding.org/demo)[![Contact](https://img.shields.io/badge/Contact%20us%20-%[email protected]?style=flat-square)](mailto:[email protected])
+
+## Component Details
+
+This subsystem provides core functionalities for detecting and describing features in images, and subsequently matching these features between different images. It encompasses algorithms like SIFT and ORB for feature extraction, and a Brute-Force Matcher for comparing and finding correspondences between the extracted features.
+
+### SIFT Feature Detector & Descriptor
+Implements the Scale-Invariant Feature Transform (SIFT) algorithm, which detects distinctive key points in images and generates invariant descriptors for them, robust to scale, rotation, and illumination changes.
+
+
+**Related Classes/Methods**:
+
+- `cv2.SIFT_create` (full file reference)
+
+
+### ORB Feature Detector & Descriptor
+Implements the Oriented FAST and Rotated BRIEF (ORB) algorithm, an efficient and robust alternative to SIFT and SURF, designed for real-time applications while maintaining good performance.
+
+
+**Related Classes/Methods**:
+
+- `cv2.ORB_create` (full file reference)
+
+
+### Brute-Force Feature Matcher
+Provides a brute-force matching algorithm to find the best matches between feature descriptors from two different sets. It computes the distance between every descriptor in one set and every descriptor in the other set to find the closest pairs.
+
+
+**Related Classes/Methods**:
+
+- `cv2.BFMatcher` (full file reference)
+
+
+
+
+### [FAQ](https://github.com/CodeBoarding/GeneratedOnBoardings/tree/main?tab=readme-ov-file#faq)

.codeboarding/GUI & Event Handling.md

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+```mermaid
+graph LR
+    Window_Management["Window Management"]
+    Image_Display["Image Display"]
+    Event_Handling["Event Handling"]
+    Window_Management -- "enables" --> Image_Display
+    Image_Display -- "requires user interaction via" --> Event_Handling
+    Event_Handling -- "interacts with" --> Window_Management
+```
+[![CodeBoarding](https://img.shields.io/badge/Generated%20by-CodeBoarding-9cf?style=flat-square)](https://github.com/CodeBoarding/GeneratedOnBoardings)[![Demo](https://img.shields.io/badge/Try%20our-Demo-blue?style=flat-square)](https://www.codeboarding.org/demo)[![Contact](https://img.shields.io/badge/Contact%20us%20-%[email protected]?style=flat-square)](mailto:[email protected])
+
+## Component Details
+
+This subsystem provides core functionalities for graphical user interface interactions, including creating and managing display windows, rendering images within these windows, and handling user input events such as keyboard presses. It forms the foundation for any visual application requiring user interaction.
+
+### Window Management
+This component is responsible for creating and managing display windows. It initializes a window where images can be rendered and displayed.
+
+
+**Related Classes/Methods**:
+
+- `cv2.namedWindow` (full file reference)
+
+
+### Image Display
+This component handles the actual rendering and display of images within a designated window. It takes an image matrix and presents it on the screen.
+
+
+**Related Classes/Methods**:
+
+- `cv2.imshow` (full file reference)
+
+
+### Event Handling
+This component is responsible for capturing and processing user input events, specifically waiting for a key press. It allows the application to pause execution until a user interaction occurs.
+
+
+**Related Classes/Methods**:
+
+- `cv2.waitKey` (full file reference)
+
+
+
+
+### [FAQ](https://github.com/CodeBoarding/GeneratedOnBoardings/tree/main?tab=readme-ov-file#faq)

.codeboarding/Image Input-Output.md

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+```mermaid
+graph LR
+    OpenCV_Python_Wrapper["OpenCV Python Wrapper"]
+    Image_Input_Output["Image Input/Output"]
+    OpenCV_Data_Files["OpenCV Data Files"]
+    Build_Backend["Build Backend"]
+    Image_Input_Output -- "is part of" --> OpenCV_Python_Wrapper
+    OpenCV_Python_Wrapper -- "uses" --> OpenCV_Data_Files
+    OpenCV_Python_Wrapper -- "is built by" --> Build_Backend
+    Build_Backend -- "configures" --> OpenCV_Python_Wrapper
+    Build_Backend -- "manages" --> OpenCV_Data_Files
+```
+[![CodeBoarding](https://img.shields.io/badge/Generated%20by-CodeBoarding-9cf?style=flat-square)](https://github.com/CodeBoarding/GeneratedOnBoardings)[![Demo](https://img.shields.io/badge/Try%20our-Demo-blue?style=flat-square)](https://www.codeboarding.org/demo)[![Contact](https://img.shields.io/badge/Contact%20us%20-%[email protected]?style=flat-square)](mailto:[email protected])
+
+## Component Details
+
+This architecture overview describes the key components of the `opencv-python` package, focusing on how the native OpenCV library is integrated and made accessible in Python. It highlights the core Python wrapper, the functionalities for image and video I/O, the role of supplementary data files, and the build system responsible for packaging the library.
+
+### OpenCV Python Wrapper
+This component represents the core Python interface to the OpenCV library. It is responsible for loading the native C++ OpenCV library and exposing its vast array of image processing and computer vision functionalities to Python developers. Most of its functionality is implemented in compiled C++ code, with Python bindings generated to allow seamless interaction.
+
+
+**Related Classes/Methods**:
+
+- `cv2` (full file reference)
+
+
+### Image Input/Output
+This component, a functional aspect of the `OpenCV Python Wrapper`, specifically handles the reading and writing of image and video files, and capturing frames from cameras. It provides the Python bindings for the underlying C++ functionalities related to I/O.
+
+
+**Related Classes/Methods**:
+
+- `cv2.imread` (full file reference)
+- `cv2.imwrite` (full file reference)
+- `cv2.VideoCapture` (full file reference)
+- `cv2.VideoWriter` (full file reference)
+
+
+### OpenCV Data Files
+This component encompasses the supplementary data files required by various OpenCV algorithms. These typically include XML files for Haar cascades (used in object detection like face detection), trained models, and other configuration files that are loaded at runtime by the core OpenCV library.
+
+
+**Related Classes/Methods**:
+
+- `cv2.data` (full file reference)
+
+
+### Build Backend
+This component is responsible for the build process of the `opencv-python` package. It handles the compilation of the native C++ OpenCV library, linking it with Python, and packaging it into a distributable format. This involves managing dependencies, configuring build options, and ensuring the correct binaries are produced for different platforms.
+
+
+**Related Classes/Methods**:
+
+- `_build_backend.backend` (full file reference)
+- `setup.py` (full file reference)
+
+
+
+
+### [FAQ](https://github.com/CodeBoarding/GeneratedOnBoardings/tree/main?tab=readme-ov-file#faq)