diff --git a/pyproject.toml b/pyproject.toml
index 3822a1c..7546d28 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "cv-analysis-service"
-version = "2.16.1"
+version = "2.19.0"
 description = ""
 authors = ["Isaac Riley <isaac.riley@knecon.com>"]
 readme = "README.md"
diff --git a/src/cv_analysis/utils/annotate.py b/src/cv_analysis/utils/annotate.py
index 2689bac..2b6e1df 100644
--- a/src/cv_analysis/utils/annotate.py
+++ b/src/cv_analysis/utils/annotate.py
@@ -4,7 +4,9 @@ from pathlib import Path
 from typing import Union
 
 import fitz  # type: ignore
-from kn_utils.logging import logger  # type: ignore
+from kn_utils.logging import logger
+
+from cv_analysis.utils.image_extraction import mirror_horizontal  # type: ignore
 
 
 def annotate_pdf(
@@ -28,6 +30,8 @@ def annotate_page(page: fitz.Page, prediction):
         label, probability, uuid = itemgetter("label", "probability", "uuid")(box)
 
         x0, y0, x1, y1 = bbox
+
+        print(page.bound)
         page.draw_rect(fitz.Rect(x0, y0, x1, y1), color=(0, 0, 1), width=2)
         label_x, label_y = x0, y0 - 5
         page.insert_text(
@@ -39,6 +43,14 @@ def annotate_page(page: fitz.Page, prediction):
     for line in prediction.get("tableLines", []):
         start = itemgetter("x1", "y1")(line)
         end = itemgetter("x2", "y2")(line)
+
+        bbox = (*start, *end)
+        height = page.bound()[3]
+        bbox = mirror_horizontal(bbox, page_height=height)
+
+        start = tuple(bbox[:2])
+        end = tuple(bbox[2:])
+
         page.draw_line(start, end, color=(1, 0, 0.5), width=1)
     return page
 
diff --git a/src/cv_analysis/utils/image_extraction.py b/src/cv_analysis/utils/image_extraction.py
index a3f396c..e727021 100644
--- a/src/cv_analysis/utils/image_extraction.py
+++ b/src/cv_analysis/utils/image_extraction.py
@@ -39,7 +39,7 @@ def transform_image_coordinates_to_pdf_coordinates(
     return rect.x0, rect.y0, rect.x1, rect.y1
 
 
-def rescale_to_pdf(bbox: BBoxType, page_info: PageInfo) -> tuple[float, float, float, float]:
+def rescale_to_pdf(bbox: BBoxType, page_info: PageInfo) -> BBoxType:
     round3 = lambda x: tuple(map(lambda y: round(y, 3), x))
 
     pdf_h, pdf_w = page_info.height, page_info.width
@@ -54,20 +54,23 @@ def rescale_to_pdf(bbox: BBoxType, page_info: PageInfo) -> tuple[float, float, f
     return round3((bbox[0] * ratio_w, bbox[1] * ratio_h, bbox[2] * ratio_w, bbox[3] * ratio_h))
 
 
-def derotate_image(bbox: tuple[float, float, float, float], page_info: PageInfo) -> ...:
-    def mirror_horizontal(bbox, page_height):
-        x0, y0, x1, y1 = bbox
-        y0_new = page_height - y1
-        y1_new = page_height - y0
+def mirror_horizontal(bbox: BBoxType, page_height: int | float) -> BBoxType:
+    x0, y0, x1, y1 = bbox
+    y0_new = page_height - y0
+    y1_new = page_height - y1
 
-        return x0, y0_new, x1, y1_new
+    return x0, y0_new, x1, y1_new
 
-    def mirror_vertical(bbox, page_width):
-        x0, y0, x1, y1 = bbox
-        x0_new = page_width - x1
-        x1_new = page_width - x0
 
-        return x0_new, y0, x1_new, y1
+def mirror_vertical(bbox: BBoxType, page_width: int | float) -> BBoxType:
+    x0, y0, x1, y1 = bbox
+    x0_new = page_width - x1
+    x1_new = page_width - x0
+
+    return x0_new, y0, x1_new, y1
+
+
+def derotate_image(bbox: BBoxType, page_info: PageInfo) -> BBoxType:
 
     logger.debug(f"{page_info.rotation=}")
     match page_info.rotation:
@@ -103,7 +106,7 @@ def transform_table_lines_by_page_info(bboxes: dict, offsets: tuple, page_info:
 
     unpack = itemgetter("x1", "y1", "x2", "y2")
     pack = lambda x: {"x1": x[0], "y1": x[1], "x2": x[2], "y2": x[3]}
-    convert = compose(pack, apply_offsets, derotate, transform, unpack)
+    convert = compose(pack, derotate, apply_offsets, transform, unpack)
 
     table_lines = bboxes.get("tableLines", [])
     bboxes["tableLines"] = list(map(convert, table_lines))