diff --git a/bench/test_attrs_omit_defaults.py b/bench/test_attrs_omit_defaults.py
new file mode 100644
index 00000000..71d16959
--- /dev/null
+++ b/bench/test_attrs_omit_defaults.py
@@ -0,0 +1,80 @@
+from enum import IntEnum
+
+import attr
+import pytest
+
+from cattr import Converter, UnstructureStrategy
+
+
+class E(IntEnum):
+    ONE = 1
+    TWO = 2
+
+
+@pytest.mark.parametrize(
+    "unstructure_strat", [UnstructureStrategy.AS_DICT, UnstructureStrategy.AS_TUPLE]
+)
+def test_unstructure_omit_primitive_defaults(benchmark, unstructure_strat):
+    """Benchmark stripping default values with simple, non-factory primitives."""
+    c = Converter(unstruct_strat=unstructure_strat, omit_if_default=True)
+
+    @attr.define
+    class C:
+        a: int = 0
+        b: float = 0.0
+        c: str = "test"
+        d: bytes = b"test"
+        e: E = E.ONE
+        f: int = 0
+        g: float = 0.0
+        h: str = "test"
+        i: bytes = b"test"
+        j: E = E.ONE
+        k: int = 0
+        l: float = 0.0 # noqa: E741
+        m: str = "test"
+        n: bytes = b"test"
+        o: E = E.ONE
+        p: int = 0
+        q: float = 0.0
+        r: str = "test"
+        s: bytes = b"test"
+        t: E = E.ONE
+        u: int = 0
+        v: float = 0.0
+        w: str = "test"
+        x: bytes = b"test"
+        y: E = E.ONE
+        z: int = 0
+        aa: float = 0.0
+        ab: str = "test"
+        ac: bytes = b"test"
+        ad: E = E.ONE
+
+    c_instance = C()
+
+    benchmark(
+        c.unstructure,
+        c_instance,
+    )
+
+@pytest.mark.parametrize(
+    "unstructure_strat", [UnstructureStrategy.AS_DICT, UnstructureStrategy.AS_TUPLE]
+)
+def test_unstructure_omit_factory_defaults(benchmark, unstructure_strat):
+    """Benchmark stripping default values with factory-made primitives."""
+    c = Converter(unstruct_strat=unstructure_strat, omit_if_default=True)
+
+    @attr.define
+    class C:
+        a: dict = attr.field(factory=dict)
+        b: list = attr.field(factory=list)
+        c: tuple = attr.field(factory=tuple)
+        d: set = attr.field(factory=set)
+
+    c_instance = C()
+
+    benchmark(
+        c.unstructure,
+        c_instance,
+    )
diff --git a/pdm.lock b/pdm.lock
deleted file mode 100644
index ff61c3a5..00000000
--- a/pdm.lock
+++ /dev/null
@@ -1,1587 +0,0 @@
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-# It is not intended for manual editing.
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-name = "urllib3"
-version = "2.0.4"
-requires_python = ">=3.7"
-summary = "HTTP library with thread-safe connection pooling, file post, and more."
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-]
-
-[[package]]
-name = "zipp"
-version = "3.16.2"
-requires_python = ">=3.8"
-summary = "Backport of pathlib-compatible object wrapper for zip files"
-files = [
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-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
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diff --git a/src/cattrs/converters.py b/src/cattrs/converters.py
index d5ec1250..20742b09 100644
--- a/src/cattrs/converters.py
+++ b/src/cattrs/converters.py
@@ -1022,6 +1022,7 @@ class Converter(BaseConverter):
     __slots__ = (
         "_unstruct_collection_overrides",
         "forbid_extra_keys",
+        "omit_if",
         "omit_if_default",
         "type_overrides",
     )
@@ -1030,6 +1031,7 @@ def __init__(
         self,
         dict_factory: Callable[[], Any] = dict,
         unstruct_strat: UnstructureStrategy = UnstructureStrategy.AS_DICT,
+        omit_if: Callable[[Any, Any, Any], Any] | None = None,
         omit_if_default: bool = False,
         forbid_extra_keys: bool = False,
         type_overrides: Mapping[type, AttributeOverride] = {},
@@ -1063,7 +1065,9 @@ def __init__(
             unstructure_fallback_factory=unstructure_fallback_factory,
             structure_fallback_factory=structure_fallback_factory,
         )
+        # TODO: error if both `omit_if` and `omit_if_default` are specified
         self.omit_if_default = omit_if_default
+        self.omit_if = omit_if
         self.forbid_extra_keys = forbid_extra_keys
         self.type_overrides = dict(type_overrides)
 
@@ -1244,7 +1248,11 @@ def gen_unstructure_attrs_fromdict(
         }
 
         return make_dict_unstructure_fn(
-            cl, self, _cattrs_omit_if_default=self.omit_if_default, **attrib_overrides
+            cl,
+            self,
+            _cattrs_omit_if_default=self.omit_if_default,
+            _cattrs_omit_if=self.omit_if,
+            **attrib_overrides,
         )
 
     def gen_unstructure_optional(self, cl: type[T]) -> Callable[[T], Any]:
@@ -1361,6 +1369,7 @@ def copy(
         self,
         dict_factory: Callable[[], Any] | None = None,
         unstruct_strat: UnstructureStrategy | None = None,
+        omit_if: Callable[[Any, Any, Any], bool] | None = None,
         omit_if_default: bool | None = None,
         forbid_extra_keys: bool | None = None,
         type_overrides: Mapping[type, AttributeOverride] | None = None,
@@ -1384,6 +1393,7 @@ def copy(
                     else UnstructureStrategy.AS_TUPLE
                 )
             ),
+            omit_if if omit_if is not None else self.omit_if,
             omit_if_default if omit_if_default is not None else self.omit_if_default,
             (
                 forbid_extra_keys
diff --git a/src/cattrs/gen/__init__.py b/src/cattrs/gen/__init__.py
index 3afa3b9b..a31e7c90 100644
--- a/src/cattrs/gen/__init__.py
+++ b/src/cattrs/gen/__init__.py
@@ -53,7 +53,9 @@
 def override(
     omit_if_default: bool | None = None,
     rename: str | None = None,
+    location: str | tuple[str] | None = None,
     omit: bool | None = None,
+    omit_if: Callable[[Any, Any, Any], bool] | bool | None = None,
     struct_hook: Callable[[Any, Any], Any] | None = None,
     unstruct_hook: Callable[[Any], Any] | None = None,
 ) -> AttributeOverride:
@@ -61,7 +63,9 @@ def override(
 
     :param omit: Whether to skip the field or not. `None` means apply default handling.
     """
-    return AttributeOverride(omit_if_default, rename, omit, struct_hook, unstruct_hook)
+    return AttributeOverride(
+        omit_if_default, rename, location, omit, omit_if, struct_hook, unstruct_hook
+    )
 
 
 T = TypeVar("T")
@@ -73,6 +77,7 @@ def make_dict_unstructure_fn_from_attrs(
     converter: BaseConverter,
     typevar_map: dict[str, Any] = {},
     _cattrs_omit_if_default: bool = False,
+    _cattrs_omit_if: Callable[[Any, Any, Any], bool] | None = None,
     _cattrs_use_linecache: bool = True,
     _cattrs_use_alias: bool = False,
     _cattrs_include_init_false: bool = False,
@@ -88,8 +93,10 @@ def make_dict_unstructure_fn_from_attrs(
 
     :param cl: The class for which the function is generated; used mostly for its name,
         module name and qualname.
-    :param _cattrs_omit_if_default: if true, attributes equal to their default values
+    :param _cattrs_omit_if_default: If true, attributes equal to their default values
         will be omitted in the result dictionary.
+    :param _cattrs_omit: Omits the attribute (at runtime) if the passed-in value
+        evaluates to true.
     :param _cattrs_use_alias: If true, the attribute alias will be used as the
         dictionary key by default.
     :param _cattrs_include_init_false: If true, _attrs_ fields marked as `init=False`
@@ -116,6 +123,7 @@ def make_dict_unstructure_fn_from_attrs(
         else:
             kn = override.rename
         d = a.default
+        omit_if = _cattrs_omit_if if override.omit_if is None else override.omit_if
 
         # For each attribute, we try resolving the type here and now.
         # If a type is manually overwritten, this function should be
@@ -181,6 +189,20 @@ def make_dict_unstructure_fn_from_attrs(
                 lines.append(f"  if instance.{attr_name} != {def_name}:")
                 lines.append(f"    res['{kn}'] = {invoke}")
 
+        elif omit_if:  # callable
+            omit_callable = f"__c_omit_{attr_name}"
+            attr_attr = f"__c_attr_{attr_name}"
+
+            lines.append(
+                f"  if not {omit_callable}(instance, {attr_attr}, instance.{attr_name}):"
+            )
+            lines.append(f"    res['{kn}'] = {invoke}")
+
+            globs[omit_callable] = (
+                omit_if  # _cattrs_omit_if if override.omit_if is None else override.omit_if
+            )
+            globs[attr_attr] = a
+
         else:
             # No default or no override.
             invocation_lines.append(f"'{kn}': {invoke},")
@@ -216,6 +238,7 @@ def make_dict_unstructure_fn(
     cl: type[T],
     converter: BaseConverter,
     _cattrs_omit_if_default: bool = False,
+    _cattrs_omit_if: Callable[[Any, Any, Any], bool] | bool | None = None,
     _cattrs_use_linecache: bool = True,
     _cattrs_use_alias: bool = False,
     _cattrs_include_init_false: bool = False,
@@ -267,6 +290,7 @@ def make_dict_unstructure_fn(
             converter,
             mapping,
             _cattrs_omit_if_default=_cattrs_omit_if_default,
+            _cattrs_omit_if=_cattrs_omit_if,
             _cattrs_use_linecache=_cattrs_use_linecache,
             _cattrs_use_alias=_cattrs_use_alias,
             _cattrs_include_init_false=_cattrs_include_init_false,
diff --git a/src/cattrs/gen/_consts.py b/src/cattrs/gen/_consts.py
index a6dcd032..56e01be7 100644
--- a/src/cattrs/gen/_consts.py
+++ b/src/cattrs/gen/_consts.py
@@ -10,7 +10,11 @@
 class AttributeOverride:
     omit_if_default: bool | None = None
     rename: str | None = None
+    location: str | tuple[str] | None = (None,)
     omit: bool | None = None  # Omit the field completely.
+    omit_if: Callable[[Any, Any, Any], bool] | bool | None = (
+        None  # Omit if callable returns True.
+    )
     struct_hook: Callable[[Any, Any], Any] | None = None  # Structure hook to use.
     unstruct_hook: Callable[[Any], Any] | None = None  # Structure hook to use.
 
diff --git a/tests/test_copy.py b/tests/test_copy.py
index 43d045d3..10b67dc4 100644
--- a/tests/test_copy.py
+++ b/tests/test_copy.py
@@ -101,7 +101,7 @@ def test_copy_converter(
     assert c.detailed_validation == copy.detailed_validation
     assert c._prefer_attrib_converters == copy._prefer_attrib_converters
     assert c._dict_factory == copy._dict_factory
-    assert c.omit_if_default == copy.omit_if_default
+    assert c.omit_if == copy.omit_if
 
     another_copy = c.copy(omit_if_default=not omit_if_default)
     assert c.omit_if_default != another_copy.omit_if_default
diff --git a/tests/test_gen_dict.py b/tests/test_gen_dict.py
index 6dd68503..9d0f1558 100644
--- a/tests/test_gen_dict.py
+++ b/tests/test_gen_dict.py
@@ -285,6 +285,49 @@ class A:
     assert not hasattr(converter.structure({"a": 2}, A), "b")
 
 
+def test_omit_callable_unstructure():
+    """Test omitting via callable."""
+
+    @define
+    class Example:
+        a: int
+        b: int | None
+        c: int
+        d: int = 123
+        e: set = field(factory=set)
+        f: int = field()
+
+        @f.default
+        def f_default(self) -> int:
+            return self.d
+
+        overridden: None = None
+
+    converter = Converter()
+
+    def default_or_none(instance, attribute, value) -> bool:
+        if value is None:
+            return True
+        if isinstance(attribute.default, Factory):
+            if attribute.default.takes_self:
+                return value == attribute.default.factory(instance)
+            return value == attribute.default.factory()
+        return value == attribute.default    
+    
+    converter.register_unstructure_hook(
+        Example,
+        make_dict_unstructure_fn(
+            Example,
+            converter,
+            _cattrs_omit_if=default_or_none,
+            c=override(omit_if=lambda inst, attr, value: value < 0),
+            overridden=override(omit_if=False),
+        ),
+    )
+
+    assert converter.unstructure(Example(100, None, c=-100, f=123)) == {"a": 100, "overridden": None}
+
+
 @pytest.mark.parametrize("detailed_validation", [True, False])
 def test_omitting_structure(detailed_validation: bool):
     """Omitting fields works with generated structuring functions."""
diff --git a/tests/test_generics.py b/tests/test_generics.py
index 466c4134..374d2e32 100644
--- a/tests/test_generics.py
+++ b/tests/test_generics.py
@@ -161,7 +161,7 @@ class TClass2(Generic[T]):
 
 
 def test_raises_if_no_generic_params_supplied(
-    converter: Union[Converter, BaseConverter]
+    converter: Union[Converter, BaseConverter],
 ):
     data = TClass(1, "a")
 
diff --git a/tests/typed.py b/tests/typed.py
index 5ff4ea6f..96533fd9 100644
--- a/tests/typed.py
+++ b/tests/typed.py
@@ -275,7 +275,7 @@ def key(t):
 
 
 def _create_hyp_class_and_strat(
-    attrs_and_strategy: list[tuple[_CountingAttr, SearchStrategy[PosArg]]]
+    attrs_and_strategy: list[tuple[_CountingAttr, SearchStrategy[PosArg]]],
 ) -> SearchStrategy[tuple[type, SearchStrategy[PosArgs], SearchStrategy[KwArgs]]]:
     def key(t):
         return (t[0].default is not NOTHING, t[0].kw_only)