feat(detection): add require_all_anchors to PolygonZone

Currently a detection counts as 'in the zone' only when every anchor in
triggering_anchors is inside. For boxes that straddle the zone boundary
this means a detection with many anchors (e.g. the four corners) is often
under-counted unless the user shrinks triggering_anchors to a single point.

Add require_all_anchors: bool = True so callers can opt into 'any anchor
inside is enough'. Default preserves current behaviour.

Closes #1022.

Author: Ace3Z

src/supervision/detection/tools/polygon_zone.py

@@ -32,6 +32,10 @@ class PolygonZone:
             which anchors of the detections bounding box to consider when deciding on
             whether the detection fits within the PolygonZone
             (default: (sv.Position.BOTTOM_CENTER,)).
+        require_all_anchors: If `True` (default), a detection is considered inside
+            the zone only when *every* anchor in `triggering_anchors` is inside.
+            If `False`, the detection triggers as soon as *any* anchor is inside.
+            Has no effect when `triggering_anchors` has a single entry.
         current_count: The current count of detected objects within the zone
         mask: The 2D bool mask for the polygon zone
 
@@ -62,11 +66,13 @@ def __init__(
         self,
         polygon: npt.NDArray[np.int64],
         triggering_anchors: Iterable[Position] = (Position.BOTTOM_CENTER,),
+        require_all_anchors: bool = True,
     ):
         self.polygon = polygon.astype(int)
         self.triggering_anchors = triggering_anchors
         if not list(self.triggering_anchors):
             raise ValueError("Triggering anchors cannot be empty.")
+        self.require_all_anchors = require_all_anchors
 
         self.current_count = 0
 
@@ -108,7 +114,9 @@ def trigger(self, detections: Detections) -> npt.NDArray[np.bool_]:
         in_bounds = (x >= 0) & (y >= 0) & (x < mask_w) & (y < mask_h)
         x_safe = np.clip(x, 0, mask_w - 1)
         y_safe = np.clip(y, 0, mask_h - 1)
-        is_in_zone = np.all(in_bounds & self.mask[y_safe, x_safe], axis=0)
+        anchor_hits = in_bounds & self.mask[y_safe, x_safe]
+        reduce = np.all if self.require_all_anchors else np.any
+        is_in_zone = reduce(anchor_hits, axis=0)
         self.current_count = int(np.sum(is_in_zone))
         return is_in_zone.astype(bool)
 

tests/detection/test_polygonzone.py

@@ -164,3 +164,21 @@ def test_anchor_on_polygon_boundary_included(self) -> None:
         )
         result = zone.trigger(detections)
         assert result[0]
+
+    def test_require_all_anchors_false_triggers_on_any_anchor(self) -> None:
+        """With require_all_anchors=False, any anchor inside triggers."""
+        # Box [85, 85, 115, 115] has only BOTTOM_RIGHT (115, 115) inside POLYGON
+        # ([100, 100]..[200, 200]); the other three corners are outside.
+        detections = _create_detections(xyxy=[[85.0, 85.0, 115.0, 115.0]], class_id=[0])
+        anchors = (
+            sv.Position.TOP_LEFT,
+            sv.Position.TOP_RIGHT,
+            sv.Position.BOTTOM_LEFT,
+            sv.Position.BOTTOM_RIGHT,
+        )
+        all_required = sv.PolygonZone(POLYGON, triggering_anchors=anchors)
+        any_anchor = sv.PolygonZone(
+            POLYGON, triggering_anchors=anchors, require_all_anchors=False
+        )
+        assert not all_required.trigger(detections)[0]
+        assert any_anchor.trigger(detections)[0]