diff --git a/python_binding/operator/pybind_DepthToSpace.cpp b/python_binding/operator/pybind_DepthToSpace.cpp
new file mode 100644
index 0000000000000000000000000000000000000000..efb8a7406774a5b071e8ebc3bda69d6ec773b50a
--- /dev/null
+++ b/python_binding/operator/pybind_DepthToSpace.cpp
@@ -0,0 +1,59 @@
+/********************************************************************************
+ * Copyright (c) 2023 CEA-List
+ *
+ * This program and the accompanying materials are made available under the
+ * terms of the Eclipse Public License 2.0 which is available at
+ * http://www.eclipse.org/legal/epl-2.0.
+ *
+ * SPDX-License-Identifier: EPL-2.0
+ *
+ ********************************************************************************/
+
+#include <pybind11/pybind11.h>
+
+#include "aidge/backend/OperatorImpl.hpp"
+#include "aidge/data/Tensor.hpp"
+#include "aidge/operator/DepthToSpace.hpp"
+#include "aidge/operator/OperatorTensor.hpp"
+#include "aidge/utils/Attributes.hpp"
+#include "aidge/utils/Types.h"
+
+static typename Aidge::DepthToSpace_Op::Mode stringToMode(const std::string& mode) {
+static std::unordered_map<std::string, typename Aidge::DepthToSpace_Op::Mode> map = {
+    {"DCR", Aidge::DepthToSpace_Op::Mode::DCR},
+    {"CRD", Aidge::DepthToSpace_Op::Mode::CRD}
+};
+return map[mode];
+}
+
+namespace py = pybind11;
+namespace Aidge {
+
+void declare_DepthToSpace(py::module &m) {
+
+    py::class_<DepthToSpace_Op, std::shared_ptr<DepthToSpace_Op>, OperatorTensor> (m, "DepthToSpaceOp", py::multiple_inheritance())
+    .def(py::init([](const std::uint32_t blockSize, const std::string& mode) {
+            return new DepthToSpace_Op(blockSize, stringToMode(mode));
+        }), py::arg("block_size"), py::arg("mode") = "CRD")
+    .def_static("get_inputs_name", &DepthToSpace_Op::getInputsName)
+    .def_static("get_outputs_name", &DepthToSpace_Op::getOutputsName)
+    .def_readonly_static("Type", &DepthToSpace_Op::Type)
+    .def("__repr__", [](DepthToSpace_Op& b) {
+        return fmt::format("Operator(type='{}')", b.Type);
+    });
+
+  declare_registrable<DepthToSpace_Op>(m, "DepthToSpaceOp");
+
+  m.def("DepthToSpace", [](
+            const std::uint32_t blockSize,
+            const std::string& mode,
+            const std::string& name) {
+        return DepthToSpace(blockSize, stringToMode(mode), name);
+    }, py::arg("block_size"), py::arg("mode") = "CRD", py::arg("name") = "");
+}
+
+void init_DepthToSpace(py::module &m) {
+  declare_DepthToSpace(m);
+}
+
+} // namespace Aidge
diff --git a/python_binding/pybind_core.cpp b/python_binding/pybind_core.cpp
index fe471d1228f99754ecc083b07d8d3bfefb792d75..53e5ec0fecb31c9bc5067ead2c5e5bd1666f34f6 100644
--- a/python_binding/pybind_core.cpp
+++ b/python_binding/pybind_core.cpp
@@ -40,6 +40,7 @@ void init_Concat(py::module&);
 void init_ConstantOfShape(py::module&);
 void init_Conv(py::module&);
 void init_ConvDepthWise(py::module&);
+void init_DepthToSpace(py::module&);
 void init_Div(py::module&);
 void init_Erf(py::module&);
 void init_FC(py::module&);
@@ -126,6 +127,7 @@ void init_Aidge(py::module& m) {
     init_Conv(m);
     init_ConvDepthWise(m);
     init_ConstantOfShape(m);
+    init_DepthToSpace(m);
     init_Div(m);
     init_Erf(m);
     init_FC(m);