diff --git a/onnxruntime/core/providers/cpu/object_detection/non_max_suppression_helper.h b/onnxruntime/core/providers/cpu/object_detection/non_max_suppression_helper.h
index 6417c125fb..5cfd1ecee6 100644
--- a/onnxruntime/core/providers/cpu/object_detection/non_max_suppression_helper.h
+++ b/onnxruntime/core/providers/cpu/object_detection/non_max_suppression_helper.h
@@ -10,6 +10,11 @@
 #define ORT_DEVICE __device__
 #define HelperMin(a, b) _Min(a, b)
 #define HelperMax(a, b) _Max(a, b)
+#elif defined(__HIPCC__)
+#include "core/providers/rocm/cu_inc/common.cuh"
+#define ORT_DEVICE __host__ __device__
+#define HelperMin(a, b) _Min(a, b)
+#define HelperMax(a, b) _Max(a, b)
 #else
 #include <algorithm>
 #define ORT_DEVICE
@@ -45,6 +50,8 @@ struct SelectedIndex {
 
 #ifdef __NVCC__
 namespace cuda {
+#elif defined(__HIPCC__)
+namespace rocm {
 #endif
 namespace nms_helpers {
 
@@ -141,8 +148,10 @@ inline bool SuppressByIOU(const float* boxes_data, int64_t box_index1, int64_t b
 
   return intersection_over_union > iou_threshold;
 }
+}  // namespace nms_helpers
 #ifdef __NVCC__
 }  // namespace cuda
+#elif defined(__HIPCC__)
+}  // namespace rocm
 #endif
-}  // namespace nms_helpers
 }  // namespace onnxruntime
diff --git a/onnxruntime/core/providers/rocm/rocm_execution_provider.cc b/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
index fef51b55cd..0d60177c3b 100644
--- a/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
+++ b/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
@@ -1566,15 +1566,15 @@ static Status RegisterRocmKernels(KernelRegistry& kernel_registry) {
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, float, MaxPool)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, double, MaxPool)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, MLFloat16, MaxPool)>,
-    // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, NonMaxSuppression)>,
+    BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, NonMaxSuppression)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, float, Resize)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, double, Resize)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, MLFloat16, Resize)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, int32_t, Resize)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, uint8_t, Resize)>,
     BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, ReverseSequence)>,
-    // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, float, RoiAlign)>,
-    // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, double, RoiAlign)>,
+    BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, float, RoiAlign)>,
+    BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, double, RoiAlign)>,
     BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, int32_t, Slice)>,
     BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, int64_t, Slice)>,
     BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, float, Slice)>,
@@ -1605,7 +1605,7 @@ static Status RegisterRocmKernels(KernelRegistry& kernel_registry) {
     BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 12, double, Gemm)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 12, If)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 12, Loop)>,
-    // BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, NonMaxSuppression)>,
+    BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, NonMaxSuppression)>,
     BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, Range)>,
     BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 12, float, ReduceL1)>,
     // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 12, double, ReduceL1)>,
diff --git a/tools/ci_build/amd_hipify.py b/tools/ci_build/amd_hipify.py
index 3c6afb0b78..99de6b213c 100644
--- a/tools/ci_build/amd_hipify.py
+++ b/tools/ci_build/amd_hipify.py
@@ -110,14 +110,6 @@ provider_excluded_files = [
                 'nn/max_pool_with_index.h',
                 'nn/pool.cc',
                 'nn/pool.h',
-                'object_detection/non_max_suppression.cc',
-                'object_detection/non_max_suppression.h',
-                'object_detection/non_max_suppression_impl.cu',
-                'object_detection/non_max_suppression_impl.h',
-                'object_detection/roialign.cc',
-                'object_detection/roialign.h',
-                'object_detection/roialign_impl.cu',
-                'object_detection/roialign_impl.h',
                 'reduction/reduction_ops.cc',
                 'reduction/reduction_ops.h',
                 'rnn/cudnn_rnn_base.cc',