* Detections.merge is much friendlier now. If there's a None
or an empty array, it will merge it happily rather than
complaining that everything needs to be either None or [].
* Data merge follows suit.
Added a new function scale_boxes to the detection utilities in order to scale the dimensions of bounding boxes. This function accepts bounding boxes and a scaling factor as input and returns the scaled bounding boxes. It can enlarge or shrink the input bounding boxes based on the value of the passed factor. The function was also documented in the utils.md file and necessary tests were added to assure its correctness.
Renamed methods to improve clarity. `get_anchor_coordinates` changed to `get_anchors_coordinates` and `calculate_centroids` changed to `calculate_masks_centroids`. Indentation for method arguments was adjusted in `core.py` and other files for better readability. Functionality remains the same, these changes are meant to improve code maintainability and readability.
Added `calculate_centroids` function to compute center of mass for binary mask representations. Method added to `utils.py` and method import added to `core.py`. `Position` enumeration updated with `CENTER_OF_MASS` constant. Test function is added with test cases covering different mask scenarios. Update allows for masks to carry center of mass information too, useful in object detection.
Refactored the `clip_boxes` function for clarity by renaming arguments from `boxes_xyxy` and `frame_resolution_wh` to `xyxy` and `resolution_wh`, respectively. These change makes the function arguments more intuitive and improves code readability.
The processing of detections in `supervision/annotators/core.py` has been updated to include clipping of detection boxes to the image bounds before processing. This prevents errors and ensures detections beyond the image dimensions are handled correctly. Adjustments were also made in the test cases and in `polygon_zone.py` to match the updated `clip_boxes` function.
Updated the prediction parsing logic in supervision/detection/utils.py and supervision/detection/core.py to use 'class_id' instead of 'class' names. Adapted tests in test/detection/test_utils.py accordingly to reflect the same change.
LinasKo
Kader Miyanyedi
pre-commit-ci[bot]
SkalskiP
Linas Kondrackis
magda_sk
Adonai Vera
ashishdatta
Hardik Dava
Onuralp SEZER