Merge pull request #177 from kirilllzaitsev/feature/conf_matrix

Add ConfusionMatrix to EvaluationAPI

Author: SkalskiP

docs/metrics/detection.md

@@ -0,0 +1,3 @@
+## ConfusionMatrix
+
+:::supervision.metrics.detection.ConfusionMatrix

mkdocs.yml

@@ -39,6 +39,8 @@ nav:
             - Polygon Zone: detection/tools/polygon_zone.md
     - Dataset:
         - Core: dataset/core.md
+    - Metrics:
+      - Detection: metrics/detection.md
     - Draw:
         - Utils: draw/utils.md
     - Utils:

supervision/__init__.py

@@ -25,6 +25,7 @@
 from supervision.draw.utils import draw_filled_rectangle, draw_polygon, draw_text
 from supervision.geometry.core import Point, Position, Rect
 from supervision.geometry.utils import get_polygon_center
+from supervision.metrics.detection import ConfusionMatrix
 from supervision.utils.file import list_files_with_extensions
 from supervision.utils.image import ImageSink, crop
 from supervision.utils.notebook import plot_image, plot_images_grid