UnboundLocalError: local variable 'distance' referenced before assignment
时间: 2023-10-23 19:50:05 浏览: 167
抱歉,我在之前的示例代码中犯了一个错误。错误是由于在`detect_objects()`函数中没有正确返回距离和角度导致的。以下是修正后的代码:
```python
#!/usr/bin/env python
import rospy
from std_msgs.msg import Float32
from sensor_msgs.msg import Image
from cv_bridge import CvBridge
import cv2
import numpy as np
def detect_objects(image):
# Yolov4物体检测逻辑
# 这里只是一个示例,你需要根据你自己的实际情况进行修改
# 假设检测到的物体距离为dist,角度为angle
dist = 3.5
angle = 45.0
return dist, angle
def image_callback(msg):
bridge = CvBridge()
cv_image = bridge.imgmsg_to_cv2(msg, desired_encoding="passthrough")
# 对图像进行处理,例如调整大小、转换颜色空间等
processed_image = cv2.resize(cv_image, (640, 480))
processed_image = cv2.cvtColor(processed_image, cv2.COLOR_BGR2RGB)
# 物体检测
dist, angle = detect_objects(processed_image)
# 发布距离和角度到ROS话题
dist_pub.publish(dist)
angle_pub.publish(angle)
if __name__ == '__main__':
rospy.init_node('yolov4_object_detection')
# 创建ROS话题发布者
dist_pub = rospy.Publisher('object_distance', Float32, queue_size=10)
angle_pub = rospy.Publisher('object_angle', Float32, queue_size=10)
# 创建ROS话题订阅者
image_sub = rospy.Subscriber('image', Image, image_callback)
rospy.spin()
```
我已经在`detect_objects()`函数中添加了正确的返回语句来解决`UnboundLocalError`错误。希望这次能够帮助到你!如果还有其他问题,请随时提问。
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