安装依赖

确保已安装OpenCV和hikvision官方SDK（HCNetSDK）。OpenCV可通过pip安装：

pip install opencv-python

海康SDK需从官网下载，解压后根据系统类型（Windows/Linux）安装驱动和库文件。

初始化相机连接

使用海康SDK的NET_DVR_Login_V40函数登录设备。需要设备IP、用户名、密码：

from ctypes import * import cv2 # 加载海康SDK hik_sdk = cdll.LoadLibrary('./libhcnetsdk.so') # Linux路径示例 # 设备登录参数 device_info = NET_DVR_DEVICEINFO_V40() login_params = NET_DVR_USER_LOGIN_INFO() login_params.bUseAsynLogin = 0 login_params.sDeviceAddress = "192.168.1.64".encode('utf-8') login_params.sUserName = "admin".encode('utf-8') login_params.sPassword = "password".encode('utf-8') # 登录设备 user_id = hik_sdk.NET_DVR_Login_V40(byref(login_params), byref(device_info)) if user_id < 0: print("登录失败，错误码:", hik_sdk.NET_DVR_GetLastError())

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实时取流配置

通过NET_DVR_RealPlay_V40启动实时流，并设置回调函数接收帧数据：

# 回调函数定义（C类型） def real_data_cb(lRealHandle, dwDataType, pBuffer, dwBufSize, pUser): if dwDataType == NET_DVR_SYSHEAD: # 初始化FFMPEG解码器等（如需） pass elif dwDataType == NET_DVR_STREAMDATA: # 将数据转为OpenCV格式 frame_data = cast(pBuffer, POINTER(c_byte * dwBufSize)).contents frame_np = np.frombuffer(frame_data, dtype=np.uint8) frame = cv2.imdecode(frame_np, cv2.IMREAD_COLOR) cv2.imshow("Hikvision Stream", frame) cv2.waitKey(1) # 注册回调 REALDATACALLBACK = CFUNCTYPE(None, c_long, c_uint, POINTER(c_byte), c_uint, c_void_p) callback_func = REALDATACALLBACK(real_data_cb) # 启动实时流 play_params = NET_DVR_PREVIEWINFO() play_params.hPlayWnd = 0 play_params.lChannel = 1 # 通道号 play_params.dwStreamType = 0 # 主码流 play_params.dwLinkMode = 0 # TCP real_handle = hik_sdk.NET_DVR_RealPlay_V40(user_id, byref(play_params), callback_func, None)

帧处理与显示

在回调函数中完成帧数据到OpenCV格式的转换后，可进行图像处理：

# 示例：灰度化处理 gray_frame = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY) cv2.imshow("Processed Frame", gray_frame)

释放资源

程序结束时需释放资源：

hik_sdk.NET_DVR_StopRealPlay(real_handle) hik_sdk.NET_DVR_Logout(user_id) hik_sdk.NET_DVR_Cleanup() cv2.destroyAllWindows()

注意事项

• 确保设备网络可达，防火墙放行相应端口（默认8000）。
• 海康SDK需与相机固件版本兼容，建议使用最新SDK。
• 工业相机可能需要额外配置参数（如曝光、增益），通过NET_DVR_SetDVRConfig实现。