The custom 404.html was removed as it was no longer necessary with the updates to the Mkdocs.yml file. Upgraded the project version from 0.16.0rc2 to 0.16.0rc3 in the pyproject.toml file. Various updates were added to the changelog.md to reflect improvements and bug fixes in the new project release. This includes new annotations, utility improvements, and bug-fixes to improve project functionality.
Expanded the drawing functionality by adding new utility methods 'draw_image', 'draw_line' and 'draw_rectangle' and imported them in supervision/__init__.py. Updated the documentation of draw/utils, to include 'draw_image'. Improved type hinting in draw/color.py and draw/utils.py. Also, some redundant comments and unnecessary immediate memory freeing line are removed from draw/utils.py to enhance code readability.
The hyperlink to images in the example blocks in `supervision/annotators/core.py`, and `docs/annotators.md` was modified to reflect recent updates to the annotated heat map image.
Code examples in `supervision/annotators/core.py` and `docs/annotators.md` have been updated for clarity and consistency. The changes include renaming variables more appropriately and elaborating on the video processing steps which now includes tracking and annotating frames using a YOLO model. This revision aims to make examples more understandable and consistent for users following the documentation.
A HeatMapAnnotator class has been added for visualization purposes. This class can be used to draw heatmaps on an image based on provided detections, where the heat accumulates over time and is drawn as a semi-transparent overlay of blurred circles.
This commit clarifies the process of object detection and annotation using Supervision and the Ultralytics YOLOv8 model. The changes also include updated instructions on how to load model predictions into Supervision and using them to annotate images, with links to the methods used in the process and the available options. An image showing the resulting annotated image has also been added for better understanding. The changes are shaped to make the documentation more informative, concise, and easy to follow.
Added detailed comments and examples to the Color and ColorPalette classes in supervision/draw/color.py, in addition to the DotAnnotator class in supervision/annotators/core.py. The changes clarify the usage and function of these classes. Also appended to the documentation by creating a new section for Color in docs/draw/color.md and including Color and DotAnnotator in docs/annotators.md. Incorporated the new documentation into the navigation structure in mkdocs.yml for user accessibility. The improvements enhance overall code-readability and understandability.
The DotMarkerAnnotator class has been refactored and named DotAnnotator for simplicity. It's now part of the core annotators to conform with the project structure. The color lookup on the DotAnnotator now uses the 'color_lookup' parameter, allowing for more flexibility and customization in the colors used for the annotations. All the changes aim to standardize the way different annotators are organized and make color customization easier.
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Piotr Skalski
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Pankaj Kumar Rana