diff --git a/manga_ocr/__init__.py b/manga_ocr/__init__.py
index e0b8597..a2f65b4 100644
--- a/manga_ocr/__init__.py
+++ b/manga_ocr/__init__.py
@@ -1,3 +1,3 @@
-__version__ = '0.1.3'
+__version__ = '0.1.4'
 
 from manga_ocr.ocr import MangaOcr
diff --git a/manga_ocr/run.py b/manga_ocr/run.py
index 6652244..3e623d8 100644
--- a/manga_ocr/run.py
+++ b/manga_ocr/run.py
@@ -1,10 +1,11 @@
 import time
 from pathlib import Path
 
-import PIL.Image
 import fire
 import numpy as np
 import pyperclip
+from PIL import Image
+from PIL import UnidentifiedImageError
 from loguru import logger
 
 from manga_ocr import MangaOcr
@@ -58,7 +59,7 @@ def run(read_from='clipboard',
     mocr = MangaOcr(pretrained_model_name_or_path, force_cpu)
 
     if read_from == 'clipboard':
-        import PIL.ImageGrab
+        from PIL import ImageGrab
         logger.info('Reading from clipboard')
 
         img = None
@@ -66,11 +67,11 @@ def run(read_from='clipboard',
             old_img = img
 
             try:
-                img = PIL.ImageGrab.grabclipboard()
+                img = ImageGrab.grabclipboard()
             except OSError:
                 logger.warning('Error while reading from clipboard')
             else:
-                if isinstance(img, PIL.Image.Image) and not are_images_identical(img, old_img):
+                if isinstance(img, Image.Image) and not are_images_identical(img, old_img):
                     process_and_write_results(mocr, img, write_to)
 
             time.sleep(delay_secs)
@@ -93,8 +94,8 @@ def run(read_from='clipboard',
                     old_paths.add(path)
 
                     try:
-                        img = PIL.Image.open(path)
-                    except PIL.UnidentifiedImageError:
+                        img = Image.open(path)
+                    except UnidentifiedImageError:
                         logger.warning(f'Error while reading file {path}')
                     else:
                         process_and_write_results(mocr, img, write_to)
diff --git a/setup.py b/setup.py
index f163473..c681f9e 100644
--- a/setup.py
+++ b/setup.py
@@ -5,7 +5,7 @@ long_description = (Path(__file__).parent / "README.md").read_text('utf-8').spli
 
 setup(
     name="manga-ocr",
-    version='0.1.3',
+    version='0.1.4',
     description="OCR for Japanese manga",
     long_description=long_description,
     long_description_content_type="text/markdown",