diff --git a/tensorflow/lite/CMakeLists.txt b/tensorflow/lite/CMakeLists.txt
index 5b5a3041584..74f1dc8253b 100644
--- a/tensorflow/lite/CMakeLists.txt
+++ b/tensorflow/lite/CMakeLists.txt
@@ -424,6 +424,9 @@ add_library(tensorflow::tensorflowlite ALIAS tensorflow-lite)
 # The benchmark tool.
 add_subdirectory(${TFLITE_SOURCE_DIR}/tools/benchmark)
 
+# The label_image example.
+add_subdirectory(${TFLITE_SOURCE_DIR}/examples/label_image)
+
 # Python interpreter wrapper.
 add_library(_pywrap_tensorflow_interpreter_wrapper SHARED EXCLUDE_FROM_ALL
   ${TFLITE_SOURCE_DIR}/python/interpreter_wrapper/interpreter_wrapper.cc
diff --git a/tensorflow/lite/examples/label_image/CMakeLists.txt b/tensorflow/lite/examples/label_image/CMakeLists.txt
new file mode 100644
index 00000000000..c37ca78f1b0
--- /dev/null
+++ b/tensorflow/lite/examples/label_image/CMakeLists.txt
@@ -0,0 +1,68 @@
+#
+# Copyright 2020 The TensorFlow Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      https://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+
+# The label_image example for Tensorflow Lite.
+
+populate_source_vars("${TFLITE_SOURCE_DIR}/examples/label_image"
+  TFLITE_LABEL_IMAGE_SRCS
+  FILTER "_test\\.cc$"
+)
+list(APPEND TFLITE_LABEL_IMAGE_SRCS
+  ${TF_SOURCE_DIR}/core/util/stats_calculator.cc
+  ${TFLITE_SOURCE_DIR}/profiling/memory_info.cc
+  ${TFLITE_SOURCE_DIR}/profiling/profile_summarizer.cc
+  ${TFLITE_SOURCE_DIR}/profiling/profile_summary_formatter.cc
+  ${TFLITE_SOURCE_DIR}/profiling/time.cc
+  ${TFLITE_SOURCE_DIR}/tools/command_line_flags.cc
+  ${TFLITE_SOURCE_DIR}/tools/delegates/default_execution_provider.cc
+  ${TFLITE_SOURCE_DIR}/tools/evaluation/utils.cc
+  ${TFLITE_SOURCE_DIR}/tools/tool_params.cc
+)
+
+if(TFLITE_ENABLE_XNNPACK)
+  list(APPEND TFLITE_LABEL_IMAGE_SRCS
+    ${TFLITE_SOURCE_DIR}/tools/delegates/xnnpack_delegate_provider.cc
+  )
+else()
+  set(TFLITE_LABEL_IMAGE_CC_OPTIONS "-DTFLITE_WITHOUT_XNNPACK")
+endif()  # TFLITE_ENABLE_XNNPACK
+
+if(CMAKE_SYSTEM_NAME MATCHES "Android")
+  if(_TFLITE_ENABLE_NNAPI)
+    list(APPEND TFLITE_LABEL_IMAGE_SRCS
+      ${TFLITE_SOURCE_DIR}/tools/delegates/nnapi_delegate_provider.cc
+    )
+  endif()  # _TFLITE_ENABLE_NNAPI
+endif()  # Android
+
+if(TFLITE_ENABLE_GPU)
+  list(APPEND TFLITE_LABEL_IMAGE_SRCS
+    ${TFLITE_SOURCE_DIR}/tools/delegates/gpu_delegate_provider.cc
+  )
+endif()  # TFLITE_ENABLE_GPU
+
+add_executable(label_image
+  EXCLUDE_FROM_ALL
+  ${TFLITE_LABEL_IMAGE_SRCS}
+)
+target_compile_options(label_image
+  PRIVATE
+    ${TFLITE_LABEL_IMAGE_CC_OPTIONS}
+)
+target_link_libraries(label_image
+  tensorflow-lite
+  ${CMAKE_DL_LIBS}
+)