feat: Update NNSDK path and library linking in CMake configurations and Android build script, and add a new script to build all Android examples.

2026-02-24 19:41:14 +08:00 · 2026-02-24 19:41:14 +08:00 · 21105e3db7
commit 21105e3db7
parent 79a2bd27f6
35 changed files with 1438 additions and 1222 deletions
--- a/README.md
+++ b/README.md
@ -68,6 +68,35 @@ pre-build models:
 - means currently supported.

 # Examples Compile
+## AMLNN SDK Setup
+
+The C++ demos depend on the **AMLNN nnsdk** runtime library. The build system resolves it using the following priority order:
+
+**Priority 1 – Environment variable (recommended)**
+
+```bash
+export AMLNN_HOME=/path/to/amlnn-toolkit
+```
+
+**Priority 2 – CMake auto-find (`FindAMLNN.cmake`)**
+
+Handled automatically via `cmake/FindAMLNN.cmake` in the project root — useful in IDE and CI environments.
+
+**Priority 3 – Sibling directory fallback**
+
+If `AMLNN_HOME` is not set, the script automatically looks for `amlnn-toolkit` as a sibling directory:
+```
+modelzoo/
+├── amlnn-model-playground/   ← this repo
+└── amlnn-toolkit/            ← SDK placed here automatically found
+```
+
+Clone it with:
+```bash
+git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+```
+
+

     Each **example** directory contains a **build-android.sh** and build-linux.sh **script**. For compilation steps, refer to **Chapter 4** of the **README.md** file in the corresponding example directory.

--- a/cmake/FindAMLNN.cmake
+++ b/cmake/FindAMLNN.cmake
@ -0,0 +1,64 @@
+# FindAMLNN.cmake
+# ---------------------------------------------------------------------------
+# Locates the AMLNN nnsdk headers and libraries.
+#
+# Inputs (set before calling find_package):
+#   AMLNN_HOME  – root of the amlnn-toolkit (contains nn_runtime/)
+#                 May also be supplied as the environment variable AMLNN_HOME.
+#
+# Outputs:
+#   AMLNN_INCLUDE_DIR  – path to nnsdk include dir
+#   AMLNN_LIBRARY_DIR  – path to the ABI-specific library dir  (use link_directories)
+#   AMLNN_LIBRARY      – "nnsdk"  (library name, no prefix/suffix)
+#   AMLNN_FOUND
+# ---------------------------------------------------------------------------
+
+# Resolve AMLNN_HOME: CMake variable → env var → relative sibling fallbacks
+if(NOT AMLNN_HOME)
+    if(DEFINED ENV{AMLNN_HOME} AND NOT "$ENV{AMLNN_HOME}" STREQUAL "")
+        set(AMLNN_HOME "$ENV{AMLNN_HOME}")
+    elseif(EXISTS "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime")
+        set(AMLNN_HOME "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit")
+    endif()
+endif()
+
+if(NOT AMLNN_HOME)
+    message(FATAL_ERROR
+        "AMLNN_HOME not found.\n"
+        "Please set the AMLNN_HOME environment variable (or CMake variable) "
+        "to the root of the amlnn-toolkit directory, e.g.:\n"
+        "  export AMLNN_HOME=/path/to/amlnn-toolkit\n"
+        "  cmake ... -DAMLNN_HOME=/path/to/amlnn-toolkit")
+endif()
+
+get_filename_component(AMLNN_HOME "${AMLNN_HOME}" ABSOLUTE)
+
+set(AMLNN_NNSDK_ROOT "${AMLNN_HOME}/nn_runtime/nnsdk")
+set(AMLNN_INCLUDE_DIR "${AMLNN_NNSDK_ROOT}/include")
+
+if(CMAKE_SYSTEM_NAME STREQUAL "Android")
+    if(ANDROID_ABI STREQUAL "arm64-v8a")
+        set(AMLNN_LIBRARY_DIR "${AMLNN_NNSDK_ROOT}/android/arm64-v8a")
+    else()
+        set(AMLNN_LIBRARY_DIR "${AMLNN_NNSDK_ROOT}/android/armeabi-v7a")
+    endif()
+elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
+    set(AMLNN_LIBRARY_DIR "${AMLNN_NNSDK_ROOT}/linux/yocto/aarch64-poky-linux")
+else()
+    set(AMLNN_LIBRARY_DIR "${AMLNN_NNSDK_ROOT}/linux/yocto/aarch64-poky-linux")
+endif()
+
+set(AMLNN_LIBRARY "nnsdk")
+
+# Validate paths
+if(NOT EXISTS "${AMLNN_INCLUDE_DIR}")
+    message(FATAL_ERROR "AMLNN include dir not found: ${AMLNN_INCLUDE_DIR}\n(AMLNN_HOME=${AMLNN_HOME})")
+endif()
+if(NOT EXISTS "${AMLNN_LIBRARY_DIR}")
+    message(FATAL_ERROR "AMLNN library dir not found: ${AMLNN_LIBRARY_DIR}\n(AMLNN_HOME=${AMLNN_HOME})")
+endif()
+
+set(AMLNN_FOUND TRUE)
+message(STATUS "Found AMLNN: ${AMLNN_HOME}")
+message(STATUS "  AMLNN_INCLUDE_DIR: ${AMLNN_INCLUDE_DIR}")
+message(STATUS "  AMLNN_LIBRARY_DIR: ${AMLNN_LIBRARY_DIR}")
--- a/examples/build-android-all.sh
+++ b/examples/build-android-all.sh
@ -41,20 +41,43 @@ while getopts 'a:h' opt; do
  esac
 done

-if [ -z "${ANDROID_NDK_PATH}" ]; then
-    if [ -n "${ANDROID_NDK}" ]; then
-        ANDROID_NDK_PATH=${ANDROID_NDK}
-    elif [ -n "${ANDROID_NDK_HOME}" ]; then
-        ANDROID_NDK_PATH=${ANDROID_NDK_HOME}
-    else
-        echo "Error: ANDROID_NDK_PATH is not set."
-        echo "Please set ANDROID_NDK_PATH to your Android NDK directory."
+SCRIPT_DIR=$(cd "$(dirname $0)" && pwd)
+
+# Priority 1: Environment variable (recommended)
+if [ -n "$AMLNN_HOME" ]; then
+    if [ ! -d "$AMLNN_HOME/nn_runtime" ]; then
+        echo "Error: AMLNN_HOME is set to '$AMLNN_HOME' but nn_runtime was not found there."
+        echo "Please check your AMLNN_HOME path."
        exit 1
    fi
+    RUNTIME_PATH="$AMLNN_HOME/nn_runtime"
+    echo "Priority 1: Using AMLNN_HOME from environment: $AMLNN_HOME"
+# Priority 3: Fallback to sibling amlnn-toolkit (compatibility)
+elif [ -d "${SCRIPT_DIR}/../../amlnn-toolkit/nn_runtime" ]; then
+    export AMLNN_HOME="$(cd "${SCRIPT_DIR}/../../amlnn-toolkit" && pwd)"
+    RUNTIME_PATH="$AMLNN_HOME/nn_runtime"
+    echo "Priority 3: Using sibling amlnn-toolkit as fallback: $AMLNN_HOME"
+elif [ -d "${SCRIPT_DIR}/../../amlnn-toolkit-a/nn_runtime" ]; then
+    export AMLNN_HOME="$(cd "${SCRIPT_DIR}/../../amlnn-toolkit-a" && pwd)"
+    RUNTIME_PATH="$AMLNN_HOME/nn_runtime"
+    echo "Priority 3: Using sibling amlnn-toolkit-a as fallback: $AMLNN_HOME"
+else
+    echo ""
+    echo "Error: AMLNN SDK not found."
+    echo ""
+    echo "Please do one of the following:"
+    echo ""
+    echo "  Option A (recommended) – set AMLNN_HOME:"
+    echo "    export AMLNN_HOME=/path/to/amlnn-toolkit"
+    echo "    ./build-android-all.sh"
+    echo ""
+    echo "  Option B – clone amlnn-toolkit as a sibling directory:"
+    echo "    git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../../../amlnn-toolkit"
+    echo "    ./build-android-all.sh"
+    echo ""
+    exit 1
 fi

-SCRIPT_DIR=$(cd "$(dirname $0)" && pwd)
-
 echo "============================================"
 echo "Building all Android examples"
 echo "NDK_PATH: ${ANDROID_NDK_PATH}"
@ -93,6 +116,10 @@ for EXAMPLE in "${EXAMPLES[@]}"; do
    echo "Building: ${EXAMPLE}"
    echo "--------------------------------------------"

+    # Clean previous build to avoid stale CMake cache
+    echo "Cleaning: ${EXAMPLE_DIR}/build/android"
+    rm -rf "${EXAMPLE_DIR}/build/android"
+
    if bash "${BUILD_SCRIPT}" -a "${TARGET_ABI}"; then
        SUCCEEDED+=("${EXAMPLE}")
        echo "[SUCCESS] ${EXAMPLE}"
--- a/examples/clip/README.md
+++ b/examples/clip/README.md
@ -18,6 +18,20 @@ TO DO

 #### 1. Compile

+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
 **Prerequisites:**
 - Android NDK (r25e recommended)
 - `ANDROID_NDK_PATH` environment variable set
--- a/examples/clip/cpp/build-android.sh
+++ b/examples/clip/cpp/build-android.sh
@ -65,7 +65,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/clip/cpp/src/CMakeLists.txt
+++ b/examples/clip/cpp/src/CMakeLists.txt
@ -1,16 +1,13 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(clip_demo)

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set 3rdparty path
@ -22,15 +19,8 @@ include_directories(${3RDPARTY_DIR}/stb_image)
 include_directories(${3RDPARTY_DIR}/json)

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 add_executable(${PROJECT_NAME}
@ -41,7 +31,7 @@ add_executable(${PROJECT_NAME}
 )

 target_link_libraries(${PROJECT_NAME}
-    nnsdk
+    ${AMLNN_LIBRARY}
    dl
    m
 )
--- a/examples/mobilenet/README.md
+++ b/examples/mobilenet/README.md
@ -16,6 +16,20 @@ for deployment on Amlogic NPU platforms.

 #### 1. Compile

+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
 **Prerequisites:**
 - Android NDK (r25e recommended)
 - `ANDROID_NDK_PATH` environment variable set
--- a/examples/mobilenet/cpp/build-android.sh
+++ b/examples/mobilenet/cpp/build-android.sh
@ -49,7 +49,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/mobilenet/cpp/src/CMakeLists.txt
+++ b/examples/mobilenet/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(mobilenet_v2_demo)

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set dependency path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 # Find OpenCV
@ -40,5 +30,5 @@ add_executable(mobilenet_v2_demo

 target_link_libraries(mobilenet_v2_demo
    ${OpenCV_LIBS}
-    nnsdk
+    ${AMLNN_LIBRARY}
 )
--- a/examples/ppocr-det/README.md
+++ b/examples/ppocr-det/README.md
@ -0,0 +1,34 @@
+# PaddleOCR Detection
+
+## 4. Demo Run
+
+### CPP
+
+#### 1. Compile
+
+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
+**Prerequisites:**
+- Android NDK r25c
+- `ANDROID_NDK_PATH` environment variable set
+
+**Build:**
+```bash
+# Build for arm64-v8a
+cd examples/ppocr-det/cpp
+./build-android.sh -a arm64-v8a
+```
+
+The executable will be generated in `build/android/`.
--- a/examples/ppocr-det/cpp/build-android.sh
+++ b/examples/ppocr-det/cpp/build-android.sh
@ -65,7 +65,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/ppocr-det/cpp/src/CMakeLists.txt
+++ b/examples/ppocr-det/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(yolo_world_demo)

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set 3rdparty path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 # Find OpenCV
@ -44,5 +34,5 @@ add_executable(paddleocr_det_demo

 target_link_libraries(paddleocr_det_demo
    ${OpenCV_LIBS}
-    nnsdk
+    ${AMLNN_LIBRARY}
 )
--- a/examples/resnet/README.md
+++ b/examples/resnet/README.md
@ -61,6 +61,20 @@ example

 #### 1. Compile

+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
 **Prerequisites:**
 - Android NDK (r25e recommended)
 - `ANDROID_NDK_PATH` environment variable set
--- a/examples/resnet/cpp/build-android.sh
+++ b/examples/resnet/cpp/build-android.sh
@ -65,7 +65,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/resnet/cpp/src/CMakeLists.txt
+++ b/examples/resnet/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(resnet_demo) 

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set dependency path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 # Find OpenCV
@ -33,7 +23,6 @@ message(STATUS "OpenCV_DIR: ${OpenCV_DIR}")
 find_package(OpenCV REQUIRED)
 include_directories(${OpenCV_INCLUDE_DIRS})

-
 add_executable(resnet_demo
    main.cpp
    postprocess.cpp
@ -42,5 +31,5 @@ add_executable(resnet_demo

 target_link_libraries(resnet_demo
    ${OpenCV_LIBS}
-    nnsdk
+    ${AMLNN_LIBRARY}
 )
--- a/examples/retinaface/README.md
+++ b/examples/retinaface/README.md
@ -58,6 +58,20 @@ example

 #### 1. Compile

+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
 **Prerequisites:**
 - Android NDK (r25e recommended)
 - `ANDROID_NDK_PATH` environment variable set
--- a/examples/retinaface/cpp/build-android.sh
+++ b/examples/retinaface/cpp/build-android.sh
@ -65,7 +65,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/retinaface/cpp/src/CMakeLists.txt
+++ b/examples/retinaface/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(retinaface_demo) 

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set dependency path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 # Find OpenCV
@ -33,7 +23,6 @@ message(STATUS "OpenCV_DIR: ${OpenCV_DIR}")
 find_package(OpenCV REQUIRED)
 include_directories(${OpenCV_INCLUDE_DIRS})

-
 add_executable(retinaface_demo
    main.cpp
    postprocess.cpp
@ -42,5 +31,5 @@ add_executable(retinaface_demo

 target_link_libraries(retinaface_demo
    ${OpenCV_LIBS}
-    nnsdk
+    ${AMLNN_LIBRARY}
 )
--- a/examples/whisper/README.md
+++ b/examples/whisper/README.md
@ -0,0 +1,34 @@
+# Whisper
+
+## 4. Demo Run
+
+### CPP
+
+#### 1. Compile
+
+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
+**Prerequisites:**
+- Android NDK r25c
+- `ANDROID_NDK_PATH` environment variable set
+
+**Build:**
+```bash
+# Build for arm64-v8a
+cd examples/whisper/cpp
+./build-android.sh -a arm64-v8a
+```
+
+The executable will be generated in `build/android/`.
--- a/examples/whisper/cpp/build-android.sh
+++ b/examples/whisper/cpp/build-android.sh
@ -65,7 +65,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/whisper/cpp/src/CMakeLists.txt
+++ b/examples/whisper/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(whisper_demo)

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set 3rdparty path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 add_executable(${PROJECT_NAME}
@ -38,7 +28,7 @@ add_executable(${PROJECT_NAME}
 )

 target_link_libraries(${PROJECT_NAME}
-    nnsdk
+    ${AMLNN_LIBRARY}
    dl
    m
 )
--- a/examples/yoloe/README.md
+++ b/examples/yoloe/README.md
@ -0,0 +1,34 @@
+# YOLOE
+
+## 4. Demo Run
+
+### CPP
+
+#### 1. Compile
+
+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
+**Prerequisites:**
+- Android NDK r25c
+- `ANDROID_NDK_PATH` environment variable set
+
+**Build:**
+```bash
+# Build for arm64-v8a
+cd examples/yoloe/cpp
+./build-android.sh -a arm64-v8a
+```
+
+The executable will be generated in `build/android/`.
--- a/examples/yoloe/cpp/build-android.sh
+++ b/examples/yoloe/cpp/build-android.sh
@ -65,7 +65,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/yoloe/cpp/src/CMakeLists.txt
+++ b/examples/yoloe/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(yoloe_demo)

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set dependency path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 # Find OpenCV
@ -40,5 +30,5 @@ add_executable(yoloe_demo

 target_link_libraries(yoloe_demo
    ${OpenCV_LIBS}
-    nnsdk
+    ${AMLNN_LIBRARY}
 )
--- a/examples/yolov11/README.md
+++ b/examples/yolov11/README.md
@ -70,6 +70,20 @@ example

 #### 1. Compile

+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
 **Prerequisites:**
 - Android NDK (r25e recommended)
 - `ANDROID_NDK_PATH` environment variable set
--- a/examples/yolov11/cpp/build-android.sh
+++ b/examples/yolov11/cpp/build-android.sh
@ -65,7 +65,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/yolov11/cpp/src/CMakeLists.txt
+++ b/examples/yolov11/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(yolo11_demo) 

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set dependency path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 # Find OpenCV
@ -33,7 +23,6 @@ message(STATUS "OpenCV_DIR: ${OpenCV_DIR}")
 find_package(OpenCV REQUIRED)
 include_directories(${OpenCV_INCLUDE_DIRS})

-
 add_executable(yolo11_demo
    main.cpp
    postprocess.cpp
@ -42,5 +31,5 @@ add_executable(yolo11_demo

 target_link_libraries(yolo11_demo
    ${OpenCV_LIBS}
-    nnsdk
+    ${AMLNN_LIBRARY}
 )
--- a/examples/yolov8/README.md
+++ b/examples/yolov8/README.md
@ -70,6 +70,20 @@ example

 #### 1. Compile

+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
 **Prerequisites:**
 - Android NDK (r25e recommended)
 - `ANDROID_NDK_PATH` environment variable set
--- a/examples/yolov8/cpp/build-android.sh
+++ b/examples/yolov8/cpp/build-android.sh
@ -65,13 +65,13 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
    -DCMAKE_BUILD_TYPE=Release \
    -DOpenCV_DIR=${ROOT_PWD}/../../../dependency/opencv/opencv-android-sdk-build/sdk/native/jni/abi-${TARGET_ABI} \
-    -DNNSDK_DIR=${ROOT_PWD}/../../../../amlnn-toolkit/nn_runtime/nnsdk

 make -j4

--- a/examples/yolov8/cpp/src/CMakeLists.txt
+++ b/examples/yolov8/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(yolo_world_demo)

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set 3rdparty path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 # Find OpenCV
@ -42,5 +32,5 @@ add_executable(yolov8_demo

 target_link_libraries(yolov8_demo
    ${OpenCV_LIBS}
-    nnsdk
+    ${AMLNN_LIBRARY}
 )
--- a/examples/yoloworld/README.md
+++ b/examples/yoloworld/README.md
@ -4,6 +4,20 @@

 #### 1. Compile

+#### AMLNN SDK Setup
+
+Resolve the AMLNN nnsdk dependency using one of the following methods:
+
+- **Priority 1 – Environment variable (recommended)**
+  ```bash
+  export AMLNN_HOME=/path/to/amlnn-toolkit
+  ```
+- **Priority 3 – Sibling directory fallback** *(automatic)*
+  Place `amlnn-toolkit` as a sibling to `amlnn-model-playground`:
+  ```bash
+  git clone git@github.com:Amlogic-NN/amlnn-toolkit.git ../amlnn-toolkit
+  ```
+
 **Prerequisites:**
 - Android NDK (r25e recommended)
 - `ANDROID_NDK_PATH` environment variable set
--- a/examples/yoloworld/cpp/build-android.sh
+++ b/examples/yoloworld/cpp/build-android.sh
@ -65,7 +65,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/yoloworld/cpp/src/CMakeLists.txt
+++ b/examples/yoloworld/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(yolo_world_demo)

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set 3rdparty path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 # Find OpenCV
@ -41,5 +31,5 @@ add_executable(yolo_world_demo

 target_link_libraries(yolo_world_demo
    ${OpenCV_LIBS}
-    nnsdk
+    ${AMLNN_LIBRARY}
 )
--- a/examples/yolox/cpp/build-android.sh
+++ b/examples/yolox/cpp/build-android.sh
@ -65,7 +65,8 @@ echo "BUILD_DIR: ${BUILD_DIR}"
 mkdir -p ${BUILD_DIR}
 cd ${BUILD_DIR}

-cmake ../../src \
+cmake -Wno-dev ../../src \
+    -DAMLNN_HOME=${AMLNN_HOME:-} \
    -DCMAKE_TOOLCHAIN_FILE=${ANDROID_NDK_PATH}/build/cmake/android.toolchain.cmake \
    -DANDROID_ABI=${TARGET_ABI} \
    -DANDROID_PLATFORM=android-24 \
--- a/examples/yolox/cpp/src/CMakeLists.txt
+++ b/examples/yolox/cpp/src/CMakeLists.txt
@ -1,31 +1,21 @@
-cmake_minimum_required(VERSION 3.5)
+cmake_minimum_required(VERSION 3.10...3.27)
 project(yolo11_demo) 

 set(CMAKE_CXX_STANDARD 17)

-# Set NNSDK path
-if(NOT DEFINED NNSDK_DIR)
-    set(NNSDK_DIR "${CMAKE_SOURCE_DIR}/../../../../../amlnn-toolkit/nn_runtime/nnsdk")
-endif()
-set(NNSDK_ROOT "${NNSDK_DIR}")
-message(STATUS "NNSDK_ROOT: ${NNSDK_ROOT}")
+list(APPEND CMAKE_MODULE_PATH "${CMAKE_SOURCE_DIR}/../../../../cmake")
+find_package(AMLNN REQUIRED)
+include_directories(${AMLNN_INCLUDE_DIR})
+link_directories(${AMLNN_LIBRARY_DIR})

-include_directories(${NNSDK_ROOT}/include)
 include_directories(${CMAKE_SOURCE_DIR}/../../../../common)

 # Set dependency path
 set(3RDPARTY_DIR "${CMAKE_SOURCE_DIR}/../../../../dependency")

 if(CMAKE_SYSTEM_NAME STREQUAL "Android")
-    if (ANDROID_ABI STREQUAL "arm64-v8a")
-        link_directories(${NNSDK_ROOT}/android/arm64-v8a)
-    else()
-        link_directories(${NNSDK_ROOT}/android/armeabi-v7a)
-    endif()
    # Android needs log
    link_libraries(log)
-elseif(CMAKE_SYSTEM_NAME STREQUAL "Linux")
-    link_directories(${NNSDK_ROOT}/linux/yocto/aarch64-poky-linux)
 endif()

 # Find OpenCV
@ -33,7 +23,6 @@ message(STATUS "OpenCV_DIR: ${OpenCV_DIR}")
 find_package(OpenCV REQUIRED)
 include_directories(${OpenCV_INCLUDE_DIRS})

-
 add_executable(yolox_demo
    main.cpp
    postprocess.cpp
@ -42,5 +31,5 @@ add_executable(yolox_demo

 target_link_libraries(yolox_demo
    ${OpenCV_LIBS}
-    nnsdk
+    ${AMLNN_LIBRARY}
 )