diff --git a/pkgs/development/python-modules/ocrmypdf/default.nix b/pkgs/development/python-modules/ocrmypdf/default.nix
index 3f880f9d5f903..eb5cf1ecfed2c 100644
--- a/pkgs/development/python-modules/ocrmypdf/default.nix
+++ b/pkgs/development/python-modules/ocrmypdf/default.nix
@@ -9,6 +9,7 @@
 , jbig2enc
 , packaging
 , pdfminer-six
+, pillow-heif
 , pikepdf
 , pillow
 , pluggy
@@ -18,19 +19,17 @@
 , pythonOlder
 , rich
 , reportlab
-, setuptools
 , setuptools-scm
 , substituteAll
 , tesseract
 , tqdm
-, typing-extensions
 , unpaper
 , installShellFiles
 }:
 
 buildPythonPackage rec {
   pname = "ocrmypdf";
-  version = "16.1.2";
+  version = "16.2.0";
 
   disabled = pythonOlder "3.10";
 
@@ -46,10 +45,11 @@ buildPythonPackage rec {
     postFetch = ''
       rm "$out/.git_archival.txt"
     '';
-    hash = "sha256-nZvfkfO5u3iuN0g/KITWbhYCRAJngEOKCW48z6IEPMI=";
+    hash = "sha256-sqhuQ+no6UymxbVtDtWiYQK8kKpO1y37NxLDmRT1LEQ=";
   };
 
   patches = [
+    ./use-pillow-heif.patch
     (substituteAll {
       src = ./paths.patch;
       gs = lib.getExe ghostscript;
@@ -60,30 +60,31 @@ buildPythonPackage rec {
     })
   ];
 
-  nativeBuildInputs = [
-    setuptools
+  build-system = [
     setuptools-scm
+  ];
+
+  nativeBuildInputs = [
     installShellFiles
   ];
 
-  propagatedBuildInputs = [
+  dependencies = [
     deprecation
     img2pdf
     packaging
     pdfminer-six
+    pillow-heif
     pikepdf
     pillow
     pluggy
-    reportlab
     rich
-  ] ++ lib.optionals (pythonOlder "3.10") [
-    typing-extensions
   ];
 
   nativeCheckInputs = [
     hypothesis
     pytest-xdist
     pytestCheckHook
+    reportlab
   ];
 
   pythonImportsCheck = [
diff --git a/pkgs/development/python-modules/ocrmypdf/use-pillow-heif.patch b/pkgs/development/python-modules/ocrmypdf/use-pillow-heif.patch
new file mode 100644
index 0000000000000..fc464cf71b665
--- /dev/null
+++ b/pkgs/development/python-modules/ocrmypdf/use-pillow-heif.patch
@@ -0,0 +1,26 @@
+diff --git a/pyproject.toml b/pyproject.toml
+index d045458f..efa9161d 100644
+--- a/pyproject.toml
++++ b/pyproject.toml
+@@ -16,7 +16,7 @@ dependencies = [
+   "img2pdf>=0.5",
+   "packaging>=20",
+   "pdfminer.six>=20220319",
+-  "pi-heif",                # Heif image format - maintainers: if this is removed, it will NOT break
++  "pillow-heif",                # Heif image format - maintainers: if this is removed, it will NOT break
+   "pikepdf>=8.10.1",
+   "Pillow>=10.0.1",
+   "pluggy>=1",
+diff --git a/src/ocrmypdf/_pipeline.py b/src/ocrmypdf/_pipeline.py
+index 043a78a0..522197b1 100644
+--- a/src/ocrmypdf/_pipeline.py
++++ b/src/ocrmypdf/_pipeline.py
+@@ -42,7 +42,7 @@ from ocrmypdf.pdfinfo import Colorspace, Encoding, PageInfo, PdfInfo
+ from ocrmypdf.pluginspec import OrientationConfidence
+ 
+ try:
+-    from pi_heif import register_heif_opener
++    from pillow_heif import register_heif_opener
+ except ImportError:
+ 
+     def register_heif_opener():
diff --git a/pkgs/development/python-modules/pillow-heif/default.nix b/pkgs/development/python-modules/pillow-heif/default.nix
index 6560c63ac2832..d91408fc864d2 100644
--- a/pkgs/development/python-modules/pillow-heif/default.nix
+++ b/pkgs/development/python-modules/pillow-heif/default.nix
@@ -57,8 +57,12 @@ buildPythonPackage rec {
     x265
   ];
 
-  # clang-16: error: argument unused during compilation: '-fno-strict-overflow' [-Werror,-Wunused-command-line-argument]
-  env.NIX_CFLAGS_COMPILE = lib.optionalString stdenv.cc.isClang "-Wno-unused-command-line-argument";
+  env = {
+    # clang-16: error: argument unused during compilation: '-fno-strict-overflow'
+    NIX_CFLAGS_COMPILE = lib.optionalString stdenv.cc.isClang "-Wno-unused-command-line-argument";
+
+    RELEASE_FULL_FLAG = 1;
+  };
 
   propagatedBuildInputs = [
     pillow