diff --git a/src/universal_devkit/scripts/correct_sweeps.py b/src/universal_devkit/scripts/correct_sweeps.py
new file mode 100644
index 0000000..3a7489d
--- /dev/null
+++ b/src/universal_devkit/scripts/correct_sweeps.py
@@ -0,0 +1,64 @@
+"""
+Move all keyframes with empty annotations into the sweeps directory.
+Will also move corresponding images and delete empty annotation files.
+
+$ python correct_sweeps.py -i input_directory
+"""
+
+import argparse
+import os
+import shutil
+from glob import glob
+from pathlib import Path
+
+from universal_devkit.utils.utils import get_closest_match
+
+
+def correct_sweeps(input_dir):
+    annotation_dir = os.path.join(input_dir, "samples", "LIDAR_TOP", "annotations")
+    camera_dir = os.path.join(input_dir, "samples", "CAMERA_FRONT")
+    sweeps_pcd_dir = os.path.join(input_dir, "sweeps", "LIDAR_TOP")
+    sweeps_image_dir = os.path.join(input_dir, "sweeps", "CAMERA_FRONT")
+
+    camera_images = [
+        int(Path(filepath).stem) for filepath in glob("{}/*.png".format(camera_dir))
+    ]
+
+    pcd_sweeps = []
+    pcd_samples = []
+
+    for filename in os.listdir(annotation_dir):
+        filename_no_extension, extension = os.path.splitext(filename)
+        filename_no_extension_no_pcd, extension = os.path.splitext(
+            filename_no_extension
+        )
+        if os.path.getsize(os.path.join(annotation_dir, filename)) == 2:
+            pcd_file = os.path.join(
+                input_dir, "samples", "LIDAR_TOP", filename_no_extension
+            )
+            shutil.move(pcd_file, sweeps_pcd_dir)
+            pcd_sweeps.append(int(filename_no_extension_no_pcd))
+            # Remove the empty annotation file
+            os.remove(os.path.join(annotation_dir, filename))
+        else:
+            pcd_samples.append(int(filename_no_extension_no_pcd))
+
+    pcd_sweeps.sort()
+    pcd_samples.sort()
+
+    for image in camera_images:
+        closest_sweep = get_closest_match(pcd_sweeps, image)
+        closest_sample = get_closest_match(pcd_samples, image)
+        if abs(closest_sweep - image) < abs(closest_sample - image):
+            image_file = os.path.join(camera_dir, str(image) + ".png")
+            shutil.move(image_file, sweeps_image_dir)
+
+
+if __name__ == "__main__":
+    # Construct the argument parser and parse the arguments
+    ap = argparse.ArgumentParser()
+    ap.add_argument(
+        "-i", "--input", type=str, required=True, help="The input directory"
+    )
+    args = vars(ap.parse_args())
+    correct_sweeps(args["input"])
diff --git a/src/universal_devkit/scripts/correct_sweeps_2_folders.py b/src/universal_devkit/scripts/correct_sweeps_2_folders.py
new file mode 100644
index 0000000..b52f00a
--- /dev/null
+++ b/src/universal_devkit/scripts/correct_sweeps_2_folders.py
@@ -0,0 +1,68 @@
+"""
+Move all keyframes with empty annotations into the sweeps directory.
+Will also move corresponding images and delete empty annotation files.
+
+$ python correct_sweeps.py -i input_directory
+"""
+
+import argparse
+import os
+import shutil
+from glob import glob
+from pathlib import Path
+
+from universal_devkit.utils.utils import get_closest_match
+
+
+def correct_sweeps(input_dir):
+    annotation_dir = os.path.join(input_dir, "samples", "LIDAR_TOP", "annotations")
+    camera_dir1 = os.path.join(input_dir, "samples", "CAMERA_FRONT_RIGHT")
+    camera_dir2 = os.path.join(input_dir, "samples", "CAMERA_FRONT_LEFT")
+    sweeps_pcd_dir = os.path.join(input_dir, "sweeps", "LIDAR_TOP")
+    sweeps_image_dir1 = os.path.join(input_dir, "sweeps", "CAMERA_FRONT_RIGHT")
+    sweeps_image_dir2 = os.path.join(input_dir, "sweeps", "CAMERA_FRONT_LEFT")
+
+    camera_images = [
+        int(Path(filepath).stem) for filepath in glob("{}/*.png".format(camera_dir1))
+    ]
+
+    pcd_sweeps = []
+    pcd_samples = []
+
+    for filename in os.listdir(annotation_dir):
+        filename_no_extension, extension = os.path.splitext(filename)
+        filename_no_extension_no_pcd, extension = os.path.splitext(
+            filename_no_extension
+        )
+        if os.path.getsize(os.path.join(annotation_dir, filename)) == 2:
+            pcd_file = os.path.join(
+                input_dir, "samples", "LIDAR_TOP", filename_no_extension
+            )
+            shutil.move(pcd_file, sweeps_pcd_dir)
+            pcd_sweeps.append(int(filename_no_extension_no_pcd))
+            # Remove the empty annotation file
+            os.remove(os.path.join(annotation_dir, filename))
+        else:
+            pcd_samples.append(int(filename_no_extension_no_pcd))
+
+    pcd_sweeps.sort()
+    pcd_samples.sort()
+
+    for image in camera_images:
+        closest_sweep = get_closest_match(pcd_sweeps, image)
+        closest_sample = get_closest_match(pcd_samples, image)
+        if abs(closest_sweep - image) < abs(closest_sample - image):
+            image_file1 = os.path.join(camera_dir1, str(image) + ".png")
+            shutil.move(image_file1, sweeps_image_dir1)
+            image_file2 = os.path.join(camera_dir2, str(image) + ".png")
+            shutil.move(image_file2, sweeps_image_dir2)
+
+
+if __name__ == "__main__":
+    # Construct the argument parser and parse the arguments
+    ap = argparse.ArgumentParser()
+    ap.add_argument(
+        "-i", "--input", type=str, required=True, help="The input directory"
+    )
+    args = vars(ap.parse_args())
+    correct_sweeps(args["input"])