diff --git a/examples/make_bboxes_2d.py b/examples/make_bboxes_2d.py
new file mode 100644
index 00000000..8097969f
--- /dev/null
+++ b/examples/make_bboxes_2d.py
@@ -0,0 +1,125 @@
+# Not for use Within the Kubric Pipeline
+# Designed to be run by a separate environment
+# For Now..
+
+import json
+import os
+import cv2 as cv
+import argparse
+
+mefile = "metadata.json"
+filestarter = "rgba_"
+endpng = ".png"
+folderspace = "bboxdraw"
+
+
+def dostuff(**kwargs):
+    workspace = None
+    mepng = "0000"
+    if kwargs["path"]:
+        workspace = kwargs["path"]
+        mefile = str(workspace) + "/metadata.json"
+    if workspace is None:
+        workspace = "."
+
+    f = open(mefile)
+    data = json.load(f)
+    height, width = data["metadata"]["resolution"]
+    num_frames = data["metadata"]["num_frames"]
+    frame_count = 0
+
+    while frame_count < num_frames:
+        print(frame_count)
+        if frame_count >= 10:
+            mepng = "000"
+
+        elif frame_count >= 100:
+            mepng = "00"
+        if kwargs["path"]:
+            if filestarter:
+                name = str(workspace) + "/" + filestarter + mepng + str(frame_count) + endpng
+                name_no_workspace = filestarter + mepng + str(frame_count) + endpng
+            else:
+                name = str(workspace) + "/" + mepng + str(frame_count) + endpng
+                name_no_workspace = mepng + str(frame_count) + endpng
+        else:
+            if filestarter:
+                name = filestarter + mepng + str(frame_count) + endpng
+                print(name)
+            else:
+                name = mepng + str(frame_count) + endpng
+                print(name)
+
+        # Open the image
+        image = cv.imread(name)
+        # Make a Copy
+        alltogether = image.copy()
+
+        for i in data["instances"]:
+            imageblank = image.copy()
+            print(f"Hey " + str(len(i["bbox_frames"])))
+            try:
+                ouritem = i["bbox_frames"]
+                if ouritem[frame_count]:
+                    print(f"YES for {frame_count}")
+                if i["bbox_frames"][frame_count] is frame_count:
+                    item = i["bboxes"][frame_count]
+                y_min = int(item[0] * height)
+                x_min = int(item[1] * width)
+                y_max = int(item[2] * height)
+                x_max = int(item[3] * width)
+
+            except Exception as e:
+                print(f"[EXCEPTION] {e}")
+            finally:
+
+                # you need top-left corner and bottom-right corner of rectangle
+                cv.rectangle(alltogether, (x_min, y_min), (x_max, y_max), (255, 0, 0))
+                cv.rectangle(imageblank, (x_min, y_min), (x_max, y_max), (255, 0, 0))
+            #Label image
+            if kwargs["label"]:
+                cv.putText(alltogether, i["asset_id"], (x_min, y_min), cv.FONT_HERSHEY_SIMPLEX, 0.3, (0, 255, 0))
+                cv.putText(imageblank, i["asset_id"], (x_min, y_min), cv.FONT_HERSHEY_SIMPLEX, 0.3, (0, 255, 0))
+
+            #Save image
+            if kwargs["file"]:
+                if not os.path.exists(f"{workspace}\\{folderspace}"):
+                    os.makedirs(f"{workspace}\\{folderspace}")
+                if kwargs["path"]:
+                    name = name_no_workspace
+                if not os.path.exists(f"{workspace}\\{folderspace}\\{i['asset_id']}"):
+                    os.makedirs(f"{workspace}\\{folderspace}\\{i['asset_id']}")
+                path = f"{workspace}\\{folderspace}\\{i['asset_id']}\\"
+                #print(f"{workspace}/{folderspace}/{i['asset_id']}"+name)
+                cv.imwrite(path + i['asset_id'] +name, imageblank)
+
+
+        if kwargs["file"]:
+            if kwargs["path"]:
+                name = name_no_workspace
+            if not os.path.exists(f"{workspace}/{folderspace}"):
+                os.makedirs(f"{workspace}/{folderspace}")
+            path = f"{workspace}/{folderspace}/"
+            cv.imwrite(os.path.join(path, f'{name}.jpg'), alltogether)
+        frame_count += 1
+
+        #Show image
+        if kwargs["show"]:
+            cv.imshow(name, alltogether)
+            cv.waitKey(0)
+            cv.destroyAllWindows()
+
+
+    f.close()
+    if frame_count == num_frames:
+        return
+
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--label", help="Label the image", action="store_true")
+    parser.add_argument("--show", help="Show the image", action="store_true")
+    parser.add_argument("--file", help="Save the image", action="store_true")
+    parser.add_argument("--path", help="Path to the folder")
+    args = parser.parse_args()
+    dostuff(**vars(args))
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