diff --git a/CMakeLists.txt b/CMakeLists.txt
index 5e104fe37..2c4a5fd03 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -300,7 +300,6 @@ if(ENABLE_VISION)
   list(APPEND ALL_DEPLOY_SRCS ${DEPLOY_VISION_SRCS})
   include_directories(${PROJECT_SOURCE_DIR}/third_party/yaml-cpp/include)
   include(${PROJECT_SOURCE_DIR}/cmake/opencv.cmake)
-  list(APPEND DEPEND_LIBS ${OpenCV_LIBS})
 
   if(ENABLE_VISION_VISUALIZE)
     add_definitions(-DENABLE_VISION_VISUALIZE)
diff --git a/cmake/opencv.cmake b/cmake/opencv.cmake
index d2c2d320e..082bb771b 100644
--- a/cmake/opencv.cmake
+++ b/cmake/opencv.cmake
@@ -134,6 +134,6 @@ else()
     endif()
     find_package(OpenCV REQUIRED PATHS ${OpenCV_DIR})
     include_directories(${OpenCV_INCLUDE_DIRS})
-    list(APPEND DEPEND_LIBS ${OpenCV_LIBS})
+    list(APPEND DEPEND_LIBS opencv_core opencv_highgui opencv_imgproc opencv_imgcodecs)
   endif()
 endif()
diff --git a/python/scripts/process_libraries.py.in b/python/scripts/process_libraries.py.in
index d568c7884..c574ea367 100644
--- a/python/scripts/process_libraries.py.in
+++ b/python/scripts/process_libraries.py.in
@@ -32,6 +32,18 @@ def process_on_linux(current_dir):
             fd_libs.append(filename)
 
     third_libs_path = os.path.join(libs_path, "third_libs")
+
+    # remove some useless opencv file in python wheels to decrease package size
+    if os.path.exists(os.path.join(third_libs_path, "opencv")):
+        for root, dirs, files in os.walk(os.path.join(third_libs_path, "opencv")):
+            for f in files:
+                items = f.strip().split('.')
+                if len(items) != 4:
+                    os.remove(os.path.join(root, f))
+                    continue
+                if items[0].strip() not in ["libopencv_highgui", "libopencv_videoio", "libopencv_imgcodecs", "libopencv_imgproc", "libopencv_core"]:
+                    os.remove(os.path.join(root, f))
+
     all_libs_paths = [third_libs_path] + user_specified_dirs
     for path in all_libs_paths:
         for root, dirs, files in os.walk(path):
diff --git a/python/setup.py b/python/setup.py
index a09972327..1b0311df4 100644
--- a/python/setup.py
+++ b/python/setup.py
@@ -59,14 +59,14 @@ setup_configs["ENABLE_TRT_BACKEND"] = os.getenv("ENABLE_TRT_BACKEND", "OFF")
 setup_configs["WITH_GPU"] = os.getenv("WITH_GPU", "OFF")
 setup_configs["BUILD_ON_JETSON"] = os.getenv("BUILD_ON_JETSON", "OFF")
 setup_configs["TRT_DIRECTORY"] = os.getenv("TRT_DIRECTORY", "UNDEFINED")
-setup_configs["CUDA_DIRECTORY"] = os.getenv("CUDA_DIRECTORY",
-                                            "/usr/local/cuda")
+setup_configs["CUDA_DIRECTORY"] = os.getenv("CUDA_DIRECTORY", "/usr/local/cuda")
 setup_configs["LIBRARY_NAME"] = PACKAGE_NAME
 setup_configs["PY_LIBRARY_NAME"] = PACKAGE_NAME + "_main"
 setup_configs["OPENCV_DIRECTORY"] = os.getenv("OPENCV_DIRECTORY", "")
 setup_configs["ORT_DIRECTORY"] = os.getenv("ORT_DIRECTORY", "")
 
-if setup_configs["WITH_GPU"] == "ON" or setup_configs["BUILD_ON_JETSON"] == "ON":
+if setup_configs["WITH_GPU"] == "ON" or setup_configs[
+        "BUILD_ON_JETSON"] == "ON":
     wheel_name = "fastdeploy-gpu-python"
 
 if os.getenv("CMAKE_CXX_COMPILER", None) is not None:
@@ -89,8 +89,7 @@ extras_require = {}
 
 # Default value is set to TRUE\1 to keep the settings same as the current ones.
 # However going forward the recomemded way to is to set this to False\0
-USE_MSVC_STATIC_RUNTIME = bool(
-    os.getenv('USE_MSVC_STATIC_RUNTIME', '1') == '1')
+USE_MSVC_STATIC_RUNTIME = bool(os.getenv('USE_MSVC_STATIC_RUNTIME', '1') == '1')
 ONNX_NAMESPACE = os.getenv('ONNX_NAMESPACE', 'paddle2onnx')
 ################################################################################
 # Version
@@ -120,8 +119,7 @@ assert CMAKE, 'Could not find "cmake" executable!'
 @contextmanager
 def cd(path):
     if not os.path.isabs(path):
-        raise RuntimeError('Can only cd to absolute path, got: {}'.format(
-            path))
+        raise RuntimeError('Can only cd to absolute path, got: {}'.format(path))
     orig_path = os.getcwd()
     os.chdir(path)
     try:
@@ -394,7 +392,7 @@ else:
         cmdclass=cmdclass,
         packages=packages,
         package_data=package_data,
-        include_package_data=True,
+        include_package_data=False,
         setup_requires=setup_requires,
         extras_require=extras_require,
         author='fastdeploy',