diff --git a/pywal/colors.py b/pywal/colors.py
index f6f77bf..b5ec418 100644
--- a/pywal/colors.py
+++ b/pywal/colors.py
@@ -89,7 +89,7 @@ def get(img, cache_dir=CACHE_DIR,
         color_count=COLOR_COUNT, notify=False):
     """Get the colorscheme."""
     # _home_dylan_img_jpg.json
-    cache_file = img.replace("/", "_").replace(".", "_")
+    cache_file = img.replace("/", "_").replace("\\", "_").replace(".", "_")
     cache_file = os.path.join(cache_dir, "schemes", cache_file + ".json")
 
     if os.path.isfile(cache_file):
diff --git a/pywal/settings.py b/pywal/settings.py
index b4ad3a5..4aec9a7 100644
--- a/pywal/settings.py
+++ b/pywal/settings.py
@@ -17,7 +17,7 @@ __version__ = "0.6.6"
 
 
 HOME = os.getenv("HOME", os.getenv("USERPROFILE"))
-CACHE_DIR = os.path.join(HOME, ".cache/wal/")
+CACHE_DIR = os.path.join(HOME, ".cache", "wal")
 MODULE_DIR = os.path.dirname(__file__)
 COLOR_COUNT = 16
 OS = platform.uname()[0]