diff --git a/src/utils/grid_annotations.py b/src/utils/grid_annotations.py
index 65acf73..be1a1c1 100644
--- a/src/utils/grid_annotations.py
+++ b/src/utils/grid_annotations.py
@@ -1,6 +1,104 @@
-from __future__ import annotations
-
 import typing as t
+from dataclasses import dataclass
+
+from PIL import Image, ImageDraw, ImageFont
 
 
-def create_grid_annotations() -> None: ...
+@dataclass
+class GridImagesInfo():
+    image: Image.Image
+    gap: int
+    one_image_size: t.Tuple[int, int]
+
+
+def create_grid_annotations(
+    grid_info: GridImagesInfo,
+    column_texts,
+    row_texts,
+    font: ImageFont.ImageFont,
+    margin: int = 5,
+) -> Image.Image:
+    grid = grid_info.image
+    left_padding = int(max(font.getlength(text) for text in row_texts) + 2*margin)  # type: ignore
+    top_padding = font.size + 2*margin  # type: ignore
+
+    image = Image.new(
+        "RGB",
+        (grid.size[0] + left_padding, grid.size[1] + top_padding),
+        color="white",
+    )
+    draw = ImageDraw.Draw(image)
+    draw.font = font  # type: ignore
+
+    image.paste(grid, (image.size[0] - grid.size[0], image.size[1] - grid.size[1]))
+    _draw_column_text(
+        draw=draw,
+        texts=column_texts,
+        grid_info=grid_info,
+        left_padding=left_padding,
+        top_padding=top_padding,
+    )
+    _draw_row_text(
+        draw=draw,
+        texts=row_texts,
+        grid_info=grid_info,
+        left_padding=left_padding,
+        top_padding=top_padding,
+    )
+
+    return image
+
+
+def _draw_column_text(
+    draw: ImageDraw.ImageDraw,
+    texts: t.List[str],
+    grid_info: GridImagesInfo,
+    left_padding: int,
+    top_padding: int,
+) -> None:
+    i = 0
+    x0 = left_padding
+    y0 = 0
+    x1 = left_padding + grid_info.one_image_size[0]
+    y1 = top_padding
+    while x0 != grid_info.image.size[0] + left_padding:
+        _draw_center_text(draw, (x0, y0, x1, y1), texts[i])
+        x0 += grid_info.one_image_size[0] + grid_info.gap
+        x1 += grid_info.one_image_size[0] + grid_info.gap
+        i += 1
+
+
+def _draw_row_text(
+    draw: ImageDraw.ImageDraw,
+    texts: t.List[str],
+    grid_info: GridImagesInfo,
+    left_padding: int,
+    top_padding: int,
+) -> None:
+    i = 0
+    x0 = 0
+    y0 = top_padding
+    x1 = left_padding
+    y1 = top_padding + grid_info.one_image_size[1]
+    while y0 != grid_info.image.size[1] + top_padding:
+        _draw_center_text(draw, (x0, y0, x1, y1), texts[i])
+        y0 += grid_info.one_image_size[1] + grid_info.gap
+        y1 += grid_info.one_image_size[1] + grid_info.gap
+        i += 1
+
+
+def _draw_center_text(
+    draw: ImageDraw.ImageDraw,
+    xy: t.Tuple[int, int, int, int],
+    text: str,
+    fill = "black",
+) -> None:
+    _, _, *text_size = draw.textbbox((0, 0), text)
+    draw.text(
+        (
+            (xy[2] - text_size[0] + xy[0]) / 2,
+            (xy[3] - text_size[1] + xy[1]) / 2,
+        ),
+        text,
+        fill=fill,
+    )