diff --git a/model-optimizer/mo/utils/find_ie_version.py b/model-optimizer/mo/utils/find_ie_version.py
index c411de292f8..c3ddeff9f7f 100644
--- a/model-optimizer/mo/utils/find_ie_version.py
+++ b/model-optimizer/mo/utils/find_ie_version.py
@@ -81,8 +81,10 @@ def find_ie_version(silent=False):
     python_version = 'python{}.{}'.format(sys.version_info[0], sys.version_info[1])
 
     script_path = os.path.realpath(os.path.dirname(__file__))
-    bindings_paths = [
-        # Windows
+
+    # Windows
+    bindings_paths_windows = [
+        # Package
         {
             "module": os.path.join(script_path, '../../../../python/', python_version),
             "libs": [
@@ -90,9 +92,29 @@ def find_ie_version(silent=False):
                 os.path.join(script_path, '../../../inference_engine/external/tbb/bin'),
                 os.path.join(script_path, '../../../ngraph/lib'),
             ],
-            "condition": lambda: sys.platform == "windows"
         },
-        # Linux / Darwin
+        # Local builds
+        {
+            "module": os.path.join(script_path, '../../../bin/intel64/Release/python_api/', python_version),
+            "libs": [
+                os.path.join(script_path, '../../../bin/intel64'),
+                os.path.join(script_path, '../../../bin/intel64/Release'),
+                os.path.join(script_path, '../../../inference-engine/temp/tbb/bin'),
+            ]
+        },
+        {
+            "module": os.path.join(script_path, '../../../bin/intel64/Debug/python_api/', python_version),
+            "libs": [
+                os.path.join(script_path, '../../../bin/intel64'),
+                os.path.join(script_path, '../../../bin/intel64/Debug'),
+                os.path.join(script_path, '../../../inference-engine/temp/tbb/bin'),
+            ]
+        },
+    ]
+
+    # Linux / Darwin
+    bindings_paths_linux = [
+        # Package
         {
             "module": os.path.join(script_path, '../../../../python/', python_version),
             "libs": [
@@ -100,7 +122,6 @@ def find_ie_version(silent=False):
                 os.path.join(script_path, '../../../inference_engine/external/tbb/lib'),
                 os.path.join(script_path, '../../../ngraph/lib'),
             ],
-            "condition": lambda: sys.platform != "windows"
         },
         # Local builds
         {
@@ -109,6 +130,7 @@ def find_ie_version(silent=False):
                 os.path.join(script_path, '../../../bin/intel64/Release/lib'),
             ]
         },
+
         {
             "module": os.path.join(script_path, '../../../bin/intel64/RelWithDebInfo/lib/python_api/', python_version),
             "libs": [
@@ -123,12 +145,11 @@ def find_ie_version(silent=False):
         }
     ]
 
+    bindings_paths = bindings_paths_windows if platform.system() == "Windows" else bindings_paths_linux
     for item in bindings_paths:
         module = item['module']
         if not os.path.exists(module):
             continue
-        if "condition" in item and not item["condition"]():
-            continue
         if try_to_import_ie(module=os.path.normpath(module), libs=item['libs'] if 'libs' in item else [], silent=silent):
             return True