diff --git a/computer_vision/image_annotation.py b/computer_vision/image_annotation.py
new file mode 100644
index 000000000000..ee7c36eeed12
--- /dev/null
+++ b/computer_vision/image_annotation.py
@@ -0,0 +1,27 @@
+# image annotation
+import supervision as sv
+from ultralytics import YOLO
+import cv2
+
+# load the input image
+image = cv2.imread("image file path")
+
+# load pre-trained vision model
+model = YOLO("yolo12s.pt")
+
+# run object detection on the image
+result = model(image)[0]
+
+# convert YOLO output to a Supervision-compatible detections format
+detections = sv.Detections.from_ultralytics(result)
+
+# initialize a box annotator for drawing detection bounding boxes
+box_annotator = sv.BoxAnnotator()
+
+# annotate image with detected objects
+annotated_frame = box_annotator.annotate(
+  scene=image.copy(),
+  detections=detections)
+
+# view annotated image
+annotated_frame