diff --git a/pilkit/lib.py b/pilkit/lib.py
index 1ff1b4a..7444826 100644
--- a/pilkit/lib.py
+++ b/pilkit/lib.py
@@ -34,3 +34,34 @@
     string_types = [basestring, str]
 except NameError:
     string_types = [str]
+
+
+def getattrsafe(obj, attr, fallback_attr = None):
+    """Similar to getattr but accept dotted path
+
+    The idea of this function is to pass dotted path to attribute.
+    If the path is missing then the fallback will be evaluated as dotted path also.
+    If the fallback is not present then the attribute error for the first path is thrown
+
+    The main idea of this function is for compatibility with Pillow < 10
+
+    Example::
+
+        >>> from PIL import Image
+        >>> getattrsafe(Image, 'Transpose.FLIP_HORIZONTAL', 'FLIP_HORIZONTAL')
+    """
+    names = attr.split('.')
+    res = obj
+    for i, name in enumerate(names):
+        try:
+            res = getattr(res, name)
+        except AttributeError:
+            missing = '.'.join(names[:i + 1])
+            if fallback_attr is None:
+                raise AttributeError("'{}' object has no attribute '{}'".format(type(obj).__name__, missing))
+            else:
+                try:
+                    return getattrsafe(obj, fallback_attr)
+                except AttributeError:
+                    raise AttributeError("'{}' object has no attribute '{}' or '{}'".format(type(obj).__name__, missing, fallback_attr))
+    return res
diff --git a/pilkit/processors/base.py b/pilkit/processors/base.py
index 4d9c5f0..69f89f9 100644
--- a/pilkit/processors/base.py
+++ b/pilkit/processors/base.py
@@ -1,4 +1,4 @@
-from pilkit.lib import Image, ImageColor, ImageEnhance
+from pilkit.lib import Image, ImageColor, ImageEnhance, getattrsafe
 
 
 class ProcessorPipeline(list):
@@ -80,7 +80,7 @@ def process(self, img):
         # Handle palleted images.
         img = img.convert('RGBA')
         # Copy orignial image and flip the orientation.
-        reflection = img.copy().transpose(Image.FLIP_TOP_BOTTOM)
+        reflection = img.copy().transpose(Transpose.FLIP_VERTICAL)
         # Create a new image filled with the bgcolor the same size.
         background = Image.new("RGBA", img.size, background_color)
         # Calculate our alpha mask.
@@ -116,11 +116,11 @@ class Transpose(object):
 
     """
     AUTO = 'auto'
-    FLIP_HORIZONTAL = Image.FLIP_LEFT_RIGHT
-    FLIP_VERTICAL = Image.FLIP_TOP_BOTTOM
-    ROTATE_90 = Image.ROTATE_90
-    ROTATE_180 = Image.ROTATE_180
-    ROTATE_270 = Image.ROTATE_270
+    FLIP_HORIZONTAL = getattrsafe(Image, 'Transpose.FLIP_LEFT_RIGHT', 'FLIP_LEFT_RIGHT')  # noqa
+    FLIP_VERTICAL = getattrsafe(Image, 'Transpose.FLIP_TOP_BOTTOM', 'FLIP_TOP_BOTTOM')  # noqa
+    ROTATE_90 = getattrsafe(Image, 'Transpose.ROTATE_90', 'ROTATE_90')
+    ROTATE_180 = getattrsafe(Image, 'Transpose.ROTATE_180', 'ROTATE_180')
+    ROTATE_270 = getattrsafe(Image, 'Transpose.ROTATE_270', 'ROTATE_270')
 
     methods = [AUTO]
     _EXIF_ORIENTATION_STEPS = {
diff --git a/pilkit/processors/resize.py b/pilkit/processors/resize.py
index 413e386..f1ed950 100644
--- a/pilkit/processors/resize.py
+++ b/pilkit/processors/resize.py
@@ -1,6 +1,6 @@
 from .base import Anchor
 from .utils import resolve_palette
-from ..lib import Image
+from ..lib import Image, getattrsafe
 
 
 class Resize(object):
@@ -8,6 +8,8 @@ class Resize(object):
     Resizes an image to the specified width and height.
 
     """
+    LANCZOS = getattrsafe(Image, 'Resampling.LANCZOS', 'LANCZOS')
+
     def __init__(self, width, height, upscale=True):
         """
         :param width: The target width, in pixels.
@@ -22,7 +24,7 @@ def __init__(self, width, height, upscale=True):
     def process(self, img):
         if self.upscale or (self.width < img.size[0] and self.height < img.size[1]):
             img = resolve_palette(img)
-            img = img.resize((self.width, self.height), Image.LANCZOS)
+            img = img.resize((self.width, self.height), self.LANCZOS)
         return img
 
 
diff --git a/pilkit/utils.py b/pilkit/utils.py
index f79dea7..187f825 100644
--- a/pilkit/utils.py
+++ b/pilkit/utils.py
@@ -3,7 +3,7 @@
 import sys
 from io import UnsupportedOperation
 from .exceptions import UnknownExtension, UnknownFormat
-from .lib import Image, ImageFile, StringIO, string_types
+from .lib import Image, ImageFile, StringIO, string_types, getattrsafe
 
 
 RGBA_TRANSPARENCY_FORMATS = ['PNG', 'WEBP']
@@ -311,8 +311,8 @@ def prepare_image(img, format):
 
             alpha = img.split()[-1]
             mask = Image.eval(alpha, lambda a: 255 if a <= 128 else 0)
-            img = img.convert('RGB').convert('P', palette=Image.ADAPTIVE,
-                    colors=255)
+            palette = getattrsafe(Image, 'Palette.ADAPTIVE', 'ADAPTIVE')
+            img = img.convert('RGB').convert('P', palette=palette, colors=255)
             img.paste(255, mask)
             save_kwargs['transparency'] = 255
         else:
@@ -344,7 +344,8 @@ def prepare_image(img, format):
         # quantization (above). Images that are already in P mode don't need
         # any quantization because their colors are already limited.
         if format == 'GIF':
-            img = img.convert('P', palette=Image.ADAPTIVE)
+            palette = getattrsafe(Image, 'Palette.ADAPTIVE', 'ADAPTIVE')
+            img = img.convert('P', palette=palette)
 
     if make_opaque:
         from .processors import MakeOpaque