diff --git a/fastapi/dependencies/utils.py b/fastapi/dependencies/utils.py
index 96e07a45c..c3d892726 100644
--- a/fastapi/dependencies/utils.py
+++ b/fastapi/dependencies/utils.py
@@ -1,6 +1,7 @@
 import inspect
 from contextlib import contextmanager
 from copy import deepcopy
+from types import FrameType
 from typing import (
     Any,
     Callable,
@@ -208,12 +209,14 @@ def get_flat_params(dependant: Dependant) -> List[ModelField]:
 def get_typed_signature(call: Callable[..., Any]) -> inspect.Signature:
     signature = inspect.signature(call)
     globalns = getattr(call, "__globals__", {})
+    call_frame = get_first_outer_frame()
+
     typed_params = [
         inspect.Parameter(
             name=param.name,
             kind=param.kind,
             default=param.default,
-            annotation=get_typed_annotation(param.annotation, globalns),
+            annotation=get_typed_annotation(param.annotation, globalns, getattr(call_frame, "f_locals", {}),),
         )
         for param in signature.parameters.values()
     ]
@@ -221,22 +224,34 @@ def get_typed_signature(call: Callable[..., Any]) -> inspect.Signature:
     return typed_signature
 
 
-def get_typed_annotation(annotation: Any, globalns: Dict[str, Any]) -> Any:
+def get_first_outer_frame() -> Optional[FrameType]:
+    frame = inspect.currentframe()
+    while frame is not None:
+        if frame.f_code.co_name == "decorator":
+            return frame.f_back
+
+        frame = frame.f_back
+
+    return None
+
+
+def get_typed_annotation(annotation: Any, globalns: Dict[str, Any], localns: Dict[str, Any]) -> Any:
     if isinstance(annotation, str):
         annotation = ForwardRef(annotation)
-        annotation = evaluate_forwardref(annotation, globalns, globalns)
+        annotation = evaluate_forwardref(annotation, globalns, localns)
     return annotation
 
 
 def get_typed_return_annotation(call: Callable[..., Any]) -> Any:
     signature = inspect.signature(call)
     annotation = signature.return_annotation
+    call_frame = get_first_outer_frame()
 
     if annotation is inspect.Signature.empty:
         return None
 
     globalns = getattr(call, "__globals__", {})
-    return get_typed_annotation(annotation, globalns)
+    return get_typed_annotation(annotation, globalns, getattr(call_frame, "f_locals", {}),)
 
 
 def get_dependant(
diff --git a/tests/test_get_request_body.py b/tests/test_get_request_body.py
index a4df82cb2..e334e1867 100644
--- a/tests/test_get_request_body.py
+++ b/tests/test_get_request_body.py
@@ -118,9 +118,8 @@ def test_get_with_local_declared_body():
             description: str = None  # type: ignore
             price: float
 
-
         @app.get("/product")
-        async def create_item(product: LocalProduct):
+        async def create_item(product: LocalProduct) -> LocalProduct:
             return product
 
         return app