diff --git a/modules/dnn/src/tensorflow/tf_importer.cpp b/modules/dnn/src/tensorflow/tf_importer.cpp
index 5fafa2b9d57507e60507972a3c871d3f93eac5ad..e37e888e35156148198115ab89e6d6cf013d209e 100644
--- a/modules/dnn/src/tensorflow/tf_importer.cpp
+++ b/modules/dnn/src/tensorflow/tf_importer.cpp
@@ -598,7 +598,7 @@ private:
     void parseLeakyRelu          (tensorflow::GraphDef& net, const tensorflow::NodeDef& layer, LayerParams& layerParams);
     void parseActivation         (tensorflow::GraphDef& net, const tensorflow::NodeDef& layer, LayerParams& layerParams);
     void parseExpandDims         (tensorflow::GraphDef& net, const tensorflow::NodeDef& layer, LayerParams& layerParams);
-
+    void parseSquare             (tensorflow::GraphDef& net, const tensorflow::NodeDef& layer, LayerParams& layerParams);
     void parseCustomLayer        (tensorflow::GraphDef& net, const tensorflow::NodeDef& layer, LayerParams& layerParams);
 };
 
@@ -676,6 +676,7 @@ const TFImporter::DispatchMap TFImporter::buildDispatchMap()
     dispatch["Abs"] = dispatch["Tanh"] = dispatch["Sigmoid"] = dispatch["Relu"] =
             dispatch["Elu"] = dispatch["Exp"] = dispatch["Identity"] = dispatch["Relu6"] = &TFImporter::parseActivation;
     dispatch["ExpandDims"] = &TFImporter::parseExpandDims;
+    dispatch["Square"] = &TFImporter::parseSquare;
 
     return dispatch;
 }
@@ -1252,6 +1253,25 @@ void TFImporter::parseExpandDims(tensorflow::GraphDef& net, const tensorflow::No
     }
 }
 
+// "Square"
+void TFImporter::parseSquare(tensorflow::GraphDef& net, const tensorflow::NodeDef& layer, LayerParams& layerParams)
+{
+    const std::string& name = layer.name();
+    const int num_inputs = layer.input_size();
+
+    CV_CheckEQ(num_inputs, 1, "");
+
+    int id;
+    layerParams.set("operation", "prod");
+    id = dstNet.addLayer(name, "Eltwise", layerParams);
+
+    layer_id[name] = id;
+
+    Pin inp = parsePin(layer.input(0));
+    connect(layer_id, dstNet, inp, id, 0);
+    connect(layer_id, dstNet, inp, id, 1);
+}
+
 // "Flatten" "Squeeze"
 void TFImporter::parseFlatten(tensorflow::GraphDef& net, const tensorflow::NodeDef& layer, LayerParams& layerParams)
 {
diff --git a/modules/dnn/test/test_tf_importer.cpp b/modules/dnn/test/test_tf_importer.cpp
index 117177a860b836b16c7d6031a76bfd0054958e9f..1c4beb7468b5f3f1e12b5827ac0a6ec1d79f0e2a 100644
--- a/modules/dnn/test/test_tf_importer.cpp
+++ b/modules/dnn/test/test_tf_importer.cpp
@@ -670,6 +670,13 @@ TEST_P(Test_TensorFlow_layers, batch_matmul)
     runTensorFlowNet("batch_matmul");
 }
 
+TEST_P(Test_TensorFlow_layers, square)
+{
+    if (backend == DNN_BACKEND_OPENCV && target == DNN_TARGET_OPENCL_FP16)
+        applyTestTag(CV_TEST_TAG_DNN_SKIP_OPENCL_FP16);
+    runTensorFlowNet("square");
+}
+
 TEST_P(Test_TensorFlow_layers, reshape)
 {
 #if defined(INF_ENGINE_RELEASE) && INF_ENGINE_VER_MAJOR_LT(2021040000)