Merge pull request opencv#22802 from zihaomu:fix_infinit_loop_in_tf_34

Fix infinit loop in tf 3.4 branch
MengqingCao · Nov 15, 2022 · b5a68f2 · b5a68f2
2 parents b418eb1 + 5bf64e7
commit b5a68f2
Showing 1 changed file with 7 additions and 0 deletions.
diff --git a/modules/dnn/src/tensorflow/tf_graph_simplifier.cpp b/modules/dnn/src/tensorflow/tf_graph_simplifier.cpp
@@ -829,12 +829,19 @@ void RemoveIdentityOps(tensorflow::GraphDef& net)
             IdentityOpsMap::iterator it = identity_ops.find(input_op_name);
 
             if (it != identity_ops.end()) {
+                std::set<String> loopCheckSet;
                 // In case of Identity after Identity
                 while (true)
                 {
                     IdentityOpsMap::iterator nextIt = identity_ops.find(it->second);
                     if (nextIt != identity_ops.end())
+                    {
+                        // Loop check
+                        if (loopCheckSet.find(it->second) != loopCheckSet.end())
+                            CV_Error(Error::StsError, "Found a loop in your input Tensorflow model, which is illegal!");
+                        loopCheckSet.insert(it->second);
                         it = nextIt;
+                    }
                     else
                         break;
                 }