diff --git a/deploy/cpp/include/paddlex/transforms.h b/deploy/cpp/include/paddlex/transforms.h
index c1ffd7e1de8a28f88a571e7b9d029585806cf59d..7e936dc17f4b6e58cdb8cdc36639173ccc24177c 100644
--- a/deploy/cpp/include/paddlex/transforms.h
+++ b/deploy/cpp/include/paddlex/transforms.h
@@ -214,6 +214,12 @@ class Padding : public Transform {
         height_ = item["target_size"].as<std::vector<int>>()[1];
       }
     }
+    if (item["im_padding_value"].IsDefined()) {
+      im_value_ = item["im_padding_value"].as<std::vector<float>>();
+    }
+    else {
+      im_value_ = {0, 0, 0};
+    }
   }
   virtual bool Run(cv::Mat* im, ImageBlob* data);
 
@@ -221,6 +227,7 @@ class Padding : public Transform {
   int coarsest_stride_ = -1;
   int width_ = 0;
   int height_ = 0;
+  std::vector<float> im_value_;
 };
 /*
  * @brief
diff --git a/deploy/cpp/src/transforms.cpp b/deploy/cpp/src/transforms.cpp
index 99a73ee7345bbc8cc672d1c42627a9326ded0cf7..626b2053d2473bcf66fcb1a760d9ce2e101324f4 100644
--- a/deploy/cpp/src/transforms.cpp
+++ b/deploy/cpp/src/transforms.cpp
@@ -110,8 +110,9 @@ bool Padding::Run(cv::Mat* im, ImageBlob* data) {
               << ", but they should be greater than 0." << std::endl;
     return false;
   }
+  cv::Scalar value = cv::Scalar(im_value_[0], im_value_[1], im_value_[2]);
   cv::copyMakeBorder(
-      *im, *im, 0, padding_h, 0, padding_w, cv::BORDER_CONSTANT, cv::Scalar(0));
+      *im, *im, 0, padding_h, 0, padding_w, cv::BORDER_CONSTANT, value);
   data->new_im_size_[0] = im->rows;
   data->new_im_size_[1] = im->cols;
   return true;