diff --git a/Cargo.toml b/Cargo.toml
index 8fd1914..a8b3c86 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -10,6 +10,7 @@ keywords = ["serde", "pyo3", "python", "ffi"]
 license = "MIT OR Apache-2.0"
 
 [dependencies]
+once_cell = { version = ">=1.21", optional = true }
 pyo3 = ">=0.26.0"
 serde = "1.0.228"
 
@@ -20,4 +21,7 @@ serde = { version = "1.0.228", features = ["derive"] }
 serde_json = "1.0.145"
 
 [features]
+default = []
 abi3-py38 = ["pyo3/abi3-py38"]
+dataclass_support = ["dep:once_cell"]
+pydantic_support = ["dep:once_cell"]
diff --git a/src/de.rs b/src/de.rs
index 8135cf8..227384b 100644
--- a/src/de.rs
+++ b/src/de.rs
@@ -328,6 +328,21 @@ impl<'de> de::Deserializer<'de> for PyAnyDeserializer<'_> {
         if self.0.is_instance_of::<PyFloat>() {
             return visitor.visit_f64(self.0.extract()?);
         }
+        #[cfg(feature = "dataclass_support")]
+        if crate::py_module_cache::is_dataclass(self.0.py(), &self.0)? {
+            // Use dataclasses.asdict(obj) to get the dict representtion of the object
+            let dataclasses = PyModule::import(self.0.py(), "dataclasses")?;
+            let asdict = dataclasses.getattr("asdict")?;
+            let dict = asdict.call1((self.0,))?;
+            return visitor.visit_map(MapDeserializer::new(dict.downcast()?));
+        }
+        #[cfg(feature = "pydantic_support")]
+        if crate::py_module_cache::is_pydantic_base_model(self.0.py(), &self.0)? {
+            // Use pydantic.BaseModel#model_dump() to get the dict representation of the object
+            let model_dump = self.0.getattr("model_dump")?;
+            let dict = model_dump.call0()?;
+            return visitor.visit_map(MapDeserializer::new(dict.downcast()?));
+        }
         if self.0.hasattr("__dict__")? {
             return visitor.visit_map(MapDeserializer::new(
                 self.0.getattr("__dict__")?.downcast()?,
diff --git a/src/lib.rs b/src/lib.rs
index ebcc407..4497e39 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -18,3 +18,6 @@ pub use ser::to_pyobject;
 
 #[cfg_attr(doc, doc = include_str!("../README.md"))]
 mod readme {}
+
+#[cfg(any(feature = "dataclass_support", feature = "pydantic_support"))]
+mod py_module_cache;
diff --git a/src/py_module_cache.rs b/src/py_module_cache.rs
new file mode 100644
index 0000000..ace1ecf
--- /dev/null
+++ b/src/py_module_cache.rs
@@ -0,0 +1,96 @@
+use once_cell::sync::OnceCell;
+use pyo3::{types::*, Bound, IntoPyObject, Py, PyResult, Python};
+
+// Individual OnceCell instances for each cached item
+#[cfg(feature = "dataclass_support")]
+static DATACLASSES_MODULE: OnceCell<Py<PyAny>> = OnceCell::new();
+#[cfg(feature = "dataclass_support")]
+static IS_DATACLASS_FN: OnceCell<Py<PyAny>> = OnceCell::new();
+
+#[cfg(feature = "pydantic_support")]
+static PYDANTIC_MODULE: OnceCell<Py<PyAny>> = OnceCell::new();
+#[cfg(feature = "pydantic_support")]
+static PYDANTIC_BASE_MODEL: OnceCell<Py<PyAny>> = OnceCell::new();
+
+#[cfg(feature = "pydantic_support")]
+fn is_module_installed(py: Python, module_name: &str) -> PyResult<bool> {
+    match PyModule::import(py, module_name) {
+        Ok(_) => Ok(true),
+        Err(err) => {
+            if err.is_instance_of::<pyo3::exceptions::PyModuleNotFoundError>(py) {
+                Ok(false)
+            } else {
+                Err(err)
+            }
+        }
+    }
+}
+
+#[cfg(feature = "dataclass_support")]
+pub fn is_dataclass(py: Python, obj: &Bound<'_, PyAny>) -> PyResult<bool> {
+    // Initialize the dataclasses module if needed
+    if DATACLASSES_MODULE.get().is_none() {
+        let dataclasses = PyModule::import(py, "dataclasses")?;
+        let _ = DATACLASSES_MODULE.set(dataclasses.into());
+    }
+
+    // Initialize the is_dataclass function if needed
+    let is_dataclass_fn = if let Some(fn_obj) = IS_DATACLASS_FN.get() {
+        fn_obj
+    } else {
+        let dataclasses = DATACLASSES_MODULE
+            .get()
+            .ok_or_else(|| {
+                pyo3::exceptions::PyRuntimeError::new_err("Dataclasses module not initialized")
+            })?
+            .bind(py);
+        let is_dataclass_fn: Py<PyAny> = dataclasses
+            .getattr("is_dataclass")?
+            .into_pyobject(py)?
+            .into();
+        // Safe to unwrap because we know the value is set
+        let _ = IS_DATACLASS_FN.set(is_dataclass_fn);
+        IS_DATACLASS_FN.get().ok_or_else(|| {
+            pyo3::exceptions::PyRuntimeError::new_err("Failed to initialize is_dataclass function")
+        })?
+    };
+
+    // Execute the function
+    let result = is_dataclass_fn.bind(py).call1((obj,))?;
+    result.extract()
+}
+#[cfg(feature = "pydantic_support")]
+pub fn is_pydantic_base_model(py: Python, obj: &Bound<'_, PyAny>) -> PyResult<bool> {
+    // First check if pydantic is installed
+    if !is_module_installed(py, "pydantic")? {
+        return Ok(false);
+    }
+
+    // Initialize pydantic module if needed
+    if PYDANTIC_MODULE.get().is_none() {
+        let pydantic = PyModule::import(py, "pydantic")?;
+        // Safe to unwrap because we know the value is empty
+        let _ = PYDANTIC_MODULE.set(pydantic.into());
+    }
+
+    // Initialize BaseModel if needed
+    let base_model = if let Some(model) = PYDANTIC_BASE_MODEL.get() {
+        model
+    } else {
+        let pydantic = PYDANTIC_MODULE
+            .get()
+            .ok_or_else(|| {
+                pyo3::exceptions::PyRuntimeError::new_err("Pydantic module not initialized")
+            })?
+            .bind(py);
+        let base_model: Py<PyAny> = pydantic.getattr("BaseModel")?.into_pyobject(py)?.into();
+        // Safe to unwrap because we know the value is empty
+        let _ = PYDANTIC_BASE_MODEL.set(base_model);
+        PYDANTIC_BASE_MODEL.get().ok_or_else(|| {
+            pyo3::exceptions::PyRuntimeError::new_err("Failed to initialize BaseModel")
+        })?
+    };
+
+    // Check if object is instance of BaseModel
+    obj.is_instance(base_model.bind(py))
+}
diff --git a/tests/check_revertible.rs b/tests/check_revertible.rs
index c79835b..2947d41 100644
--- a/tests/check_revertible.rs
+++ b/tests/check_revertible.rs
@@ -180,3 +180,166 @@ MyClass("John", 30)
         assert_eq!(rust_version, python_version);
     })
 }
+
+#[cfg(feature = "pydantic_support")]
+#[test]
+fn check_pydantic_object() {
+    #[derive(Debug, PartialEq, Serialize, Deserialize)]
+    struct MyClass {
+        name: String,
+        age: i32,
+    }
+
+    Python::attach(|py| {
+        // Create an instance of Python object
+        py.run(
+            c_str!(
+                r#"
+from pydantic import BaseModel
+class MyClass(BaseModel):
+    name: str
+    age: int
+"#
+            ),
+            None,
+            None,
+        )
+        .unwrap();
+        // Create an instance of MyClass
+        let my_python_class = py
+            .eval(
+                c_str!(
+                    r#"
+MyClass(name="John", age=30)
+"#
+                ),
+                None,
+                None,
+            )
+            .unwrap();
+
+        let my_rust_class = MyClass {
+            name: "John".to_string(),
+            age: 30,
+        };
+        let any: Bound<'_, PyAny> = to_pyobject(py, &my_rust_class).unwrap();
+        println!("any: {:?}", any);
+
+        let rust_version: MyClass = from_pyobject(my_python_class).unwrap();
+        let python_version: MyClass = from_pyobject(any).unwrap();
+        assert_eq!(rust_version, python_version);
+    })
+}
+
+#[cfg(feature = "dataclass_support")]
+#[test]
+fn check_dataclass_object() {
+    #[derive(Debug, PartialEq, Serialize, Deserialize)]
+    struct MyClass {
+        name: String,
+        age: i32,
+    }
+
+    Python::attach(|py| {
+        // Create an instance of Python object
+        py.run(
+            c_str!(
+                r#"
+from dataclasses import dataclass
+@dataclass
+class MyClass:
+    name: str
+    age: int
+"#
+            ),
+            None,
+            None,
+        )
+        .unwrap();
+        // Create an instance of MyClass
+        let my_python_class = py
+            .eval(
+                c_str!(
+                    r#"
+MyClass(name="John", age=30)
+"#
+                ),
+                None,
+                None,
+            )
+            .unwrap();
+
+        let my_rust_class = MyClass {
+            name: "John".to_string(),
+            age: 30,
+        };
+        let any: Bound<'_, PyAny> = to_pyobject(py, &my_rust_class).unwrap();
+        println!("any: {:?}", any);
+
+        let rust_version: MyClass = from_pyobject(my_python_class).unwrap();
+        let python_version: MyClass = from_pyobject(any).unwrap();
+        assert_eq!(rust_version, python_version);
+    })
+}
+
+#[cfg(feature = "dataclass_support")]
+#[test]
+fn check_dataclass_object_nested() {
+    #[derive(Debug, PartialEq, Serialize, Deserialize)]
+    struct MyClassNested {
+        name: String,
+        age: i32,
+    }
+
+    #[derive(Debug, PartialEq, Serialize, Deserialize)]
+    struct MyClass {
+        my_class: MyClassNested,
+    }
+
+    Python::attach(|py| {
+        // Create an instance of Python object
+        py.run(
+            c_str!(
+                r#"
+from dataclasses import dataclass
+@dataclass
+class MyClassNested:
+    name: str
+    age: int
+
+@dataclass
+class MyClass:
+    my_class: MyClassNested
+"#
+            ),
+            None,
+            None,
+        )
+        .unwrap();
+        // Create an instance of MyClass
+        let my_python_class = py
+            .eval(
+                c_str!(
+                    r#"
+MyClass(my_class=MyClassNested(name="John", age=30))
+"#
+                ),
+                None,
+                None,
+            )
+            .unwrap();
+
+        let my_rust_class = MyClass {
+            my_class: MyClassNested {
+                name: "John".to_string(),
+                age: 30,
+            },
+        };
+        let any: Bound<'_, PyAny> = to_pyobject(py, &my_rust_class).unwrap();
+        println!("any: {:?}", any);
+
+        let rust_version: MyClass = from_pyobject(my_python_class).unwrap();
+        let python_version: MyClass = from_pyobject(any).unwrap();
+        assert_eq!(rust_version, python_version);
+    })
+}