ImportError: /opt/ros/kinetic/lib/python2.7/dist-packages/cv2.so: undefined symbol: PyCObject_Type

本文详细描述了在Anaconda环境下安装OpenCV后遇到的导入错误,特别是当ROS安装后导致的Python路径冲突问题。文章提供了具体的解决方案,通过调整Python的sys.path,移除ROS的干扰路径,从而成功导入OpenCV模块。
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1. 问题描述

使用ananconda安装好opencv之后发现出现了这种问题:

import cv2
---------------------------------------------------------------------------
ImportError                               Traceback (most recent call last)
<ipython-input-3-c8ec22b3e787> in <module>
----> 1 import cv2

ImportError: /opt/ros/kinetic/lib/python2.7/dist-packages/cv2.so: undefined symbol: PyCObject_Type

原因在于ROS安装之后的~/.bashrc文件中多出一句:
source /opt/ros/kinetic/setup.bash

2. 处理方法

因为是受ROS安装的影响,所以考虑

sys.path.remove('/opt/ros/kinetic/lib/python2.7/dist-packages')

在python文件中 import cv2 时改为下面这样就可以了。

import sys
ros_path = '/opt/ros/kinetic/lib/python2.7/dist-packages'
if ros_path in sys.path:
    sys.path.remove(ros_path)
import cv2
sys.path.append('/opt/ros/kinetic/lib/python2.7/dist-packages')

参考:https://www.jianshu.com/p/0f1f4a14bf6b

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ile "a.py", line 120, in image_callback self.last_image = self.bridge.imgmsg_to_cv2(msg, "bgr8") File "/opt/ros/melodic/lib/python2.7/dist-packages/cv_bridge/core.py", line 163, in imgmsg_to_cv2 dtype, n_channels = self.encoding_to_dtype_with_channels(img_msg.encoding) File "/opt/ros/melodic/lib/python2.7/dist-packages/cv_bridge/core.py", line 99, in encoding_to_dtype_with_channels return self.cvtype2_to_dtype_with_channels(self.encoding_to_cvtype2(encoding)) File "/opt/ros/melodic/lib/python2.7/dist-packages/cv_bridge/core.py", line 91, in encoding_to_cvtype2 from cv_bridge.boost.cv_bridge_boost import getCvType ImportError: dynamic module does not define module export function (PyInit_cv_bridge_boost) [ERROR] [1755031910.383812]: bad callback: <bound method DetectionMonitor.image_callback of <__main__.DetectionMonitor object at 0x7fce5ee7c250>> Traceback (most recent call last): File "/opt/ros/melodic/lib/python2.7/dist-packages/rospy/topics.py", line 750, in _invoke_callback cb(msg) File "a.py", line 120, in image_callback self.last_image = self.bridge.imgmsg_to_cv2(msg, "bgr8") File "/opt/ros/melodic/lib/python2.7/dist-packages/cv_bridge/core.py", line 163, in imgmsg_to_cv2 dtype, n_channels = self.encoding_to_dtype_with_channels(img_msg.encoding) File "/opt/ros/melodic/lib/python2.7/dist-packages/cv_bridge/core.py", line 99, in encoding_to_dtype_with_channels return self.cvtype2_to_dtype_with_channels(self.encoding_to_cvtype2(encoding)) File "/opt/ros/melodic/lib/python2.7/dist-packages/cv_bridge/core.py", line 91, in encoding_to_cvtype2 from cv_bridge.boost.cv_bridge_boost import getCvType ImportError: dynamic module does not define module export function (PyInit_cv_bridge_boost) [ERROR] [1755031910.395251]: bad callback: <bound method DetectionMonitor.image_callback of <__main__.DetectionMonitor object at 0x7fce5ee7c250>> Traceback (most recent call last): File "/opt/ros/melodic/lib/python2.7/dist-packages/rospy/topics.py", line 750, in _invoke_callback
最新发布
08-14
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