diff --git a/mediapipe/calculators/tflite/BUILD b/mediapipe/calculators/tflite/BUILD
index 94d4f40fe..9dcb0f733 100644
--- a/mediapipe/calculators/tflite/BUILD
+++ b/mediapipe/calculators/tflite/BUILD
@@ -320,7 +320,7 @@ cc_library(
         "//mediapipe/framework:packet",
         "//mediapipe/framework/port:ret_check",
         "@com_google_absl//absl/status",
-        "@org_tensorflow//tensorflow/lite:framework",
+        "@org_tensorflow//tensorflow/lite/core/shims:framework_stable",
     ],
     alwayslink = 1,
 )
diff --git a/mediapipe/calculators/tflite/tflite_custom_op_resolver_calculator.cc b/mediapipe/calculators/tflite/tflite_custom_op_resolver_calculator.cc
index 950d742a9..3a5ae8282 100644
--- a/mediapipe/calculators/tflite/tflite_custom_op_resolver_calculator.cc
+++ b/mediapipe/calculators/tflite/tflite_custom_op_resolver_calculator.cc
@@ -66,7 +66,7 @@ class TfLiteCustomOpResolverCalculator : public CalculatorBase {
     } else {
       cc->OutputSidePackets()
           .Index(0)
-          .Set<tflite::ops::builtin::BuiltinOpResolver>();
+          .Set<tflite_shims::ops::builtin::BuiltinOpResolver>();
     }
     return absl::OkStatus();
   }
@@ -77,7 +77,7 @@ class TfLiteCustomOpResolverCalculator : public CalculatorBase {
     const TfLiteCustomOpResolverCalculatorOptions& options =
         cc->Options<TfLiteCustomOpResolverCalculatorOptions>();
 
-    std::unique_ptr<tflite::ops::builtin::BuiltinOpResolver> op_resolver;
+    std::unique_ptr<tflite_shims::ops::builtin::BuiltinOpResolver> op_resolver;
     if (options.use_gpu()) {
       op_resolver = absl::make_unique<mediapipe::OpResolver>();
     } else {
diff --git a/mediapipe/calculators/tflite/tflite_model_calculator.cc b/mediapipe/calculators/tflite/tflite_model_calculator.cc
index 891a9f731..435ea0127 100644
--- a/mediapipe/calculators/tflite/tflite_model_calculator.cc
+++ b/mediapipe/calculators/tflite/tflite_model_calculator.cc
@@ -21,7 +21,7 @@
 #include "mediapipe/framework/packet.h"
 #include "mediapipe/framework/port/ret_check.h"
 #include "tensorflow/lite/allocation.h"
-#include "tensorflow/lite/model.h"
+#include "tensorflow/lite/core/shims/cc/model.h"
 
 namespace mediapipe {
 
diff --git a/mediapipe/util/tflite/BUILD b/mediapipe/util/tflite/BUILD
index 26d73a6a6..da58d59cf 100644
--- a/mediapipe/util/tflite/BUILD
+++ b/mediapipe/util/tflite/BUILD
@@ -44,8 +44,8 @@ cc_library(
         "//mediapipe/util/tflite/operations:transform_tensor_bilinear",
         "//mediapipe/util/tflite/operations:transpose_conv_bias",
         "@org_tensorflow//tensorflow/lite:builtin_op_data",
-        "@org_tensorflow//tensorflow/lite:framework",
-        "@org_tensorflow//tensorflow/lite/kernels:builtin_ops",
+        "@org_tensorflow//tensorflow/lite/core/shims:builtin_ops",
+        "@org_tensorflow//tensorflow/lite/core/shims:framework_stable",
     ],
     # For using the symbol `MediaPipe_RegisterTfLiteOpResolver` in Python
     # with `tensorflow.lite.python.interpreter.InterpreterWithCustomOps`.
@@ -69,7 +69,7 @@ cc_library(
     hdrs = ["op_resolver.h"],
     deps = [
         "@org_tensorflow//tensorflow/lite:builtin_op_data",
-        "@org_tensorflow//tensorflow/lite/kernels:builtin_ops",
+        "@org_tensorflow//tensorflow/lite/core/shims:builtin_ops",
     ],
 )
 
diff --git a/mediapipe/util/tflite/cpu_op_resolver.h b/mediapipe/util/tflite/cpu_op_resolver.h
index 887683013..173531f11 100644
--- a/mediapipe/util/tflite/cpu_op_resolver.h
+++ b/mediapipe/util/tflite/cpu_op_resolver.h
@@ -15,7 +15,7 @@
 #ifndef MEDIAPIPE_UTIL_TFLITE_CPU_OP_RESOLVER_H_
 #define MEDIAPIPE_UTIL_TFLITE_CPU_OP_RESOLVER_H_
 
-#include "tensorflow/lite/kernels/register.h"
+#include "tensorflow/lite/core/shims/cc/kernels/register.h"
 
 namespace mediapipe {
 
@@ -27,8 +27,8 @@ extern "C" void MediaPipe_RegisterTfLiteOpResolver(tflite::MutableOpResolver*);
 
 // This resolver is used for the custom ops introduced by
 // `MediaPipe_RegisterTfLiteOpResolver` (see above).
-class CpuOpResolver
-    : public tflite::ops::builtin::BuiltinOpResolverWithoutDefaultDelegates {
+class CpuOpResolver : public tflite_shims::ops::builtin::
+                          BuiltinOpResolverWithoutDefaultDelegates {
  public:
   CpuOpResolver() { MediaPipe_RegisterTfLiteOpResolver(this); }
 };
diff --git a/mediapipe/util/tflite/op_resolver.h b/mediapipe/util/tflite/op_resolver.h
index 4ca179ef1..8b04d5f1a 100644
--- a/mediapipe/util/tflite/op_resolver.h
+++ b/mediapipe/util/tflite/op_resolver.h
@@ -15,13 +15,13 @@
 #ifndef MEDIAPIPE_UTIL_TFLITE_OP_RESOLVER_H_
 #define MEDIAPIPE_UTIL_TFLITE_OP_RESOLVER_H_
 
-#include "tensorflow/lite/kernels/register.h"
+#include "tensorflow/lite/core/shims/cc/kernels/register.h"
 
 namespace mediapipe {
 
 // This OpResolver is used for supporting "Convolution2DTransposeBias" on GPU.
-class OpResolver
-    : public tflite::ops::builtin::BuiltinOpResolverWithoutDefaultDelegates {
+class OpResolver : public tflite_shims::ops::builtin::
+                       BuiltinOpResolverWithoutDefaultDelegates {
  public:
   OpResolver();
 };