用python写一个接收odom,并转为kitti格式的程序
时间: 2024-05-11 22:15:27 浏览: 124
好的,这是一个比较技术性的问题,我可以直接回答。以下是一个Python程序,可以接收ROS的odom消息并将其转换为kitti格式:
```python
#!/usr/bin/env python
from nav_msgs.msg import Odometry
import rospy
import tf.transformations as tf
import numpy as np
import os
def odom_to_kitti(odom_msg):
KITTI_FMT = '{} {:d} {:d} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f} {:.6f}\n'
# get timestamp
secs = int(odom_msg.header.stamp.secs)
nsecs = int(odom_msg.header.stamp.nsecs)
# get position and rotation in world frame
x_w = odom_msg.pose.pose.position.x
y_w = odom_msg.pose.pose.position.y
z_w = odom_msg.pose.pose.position.z
qw = odom_msg.pose.pose.orientation.w
qx = odom_msg.pose.pose.orientation.x
qy = odom_msg.pose.pose.orientation.y
qz = odom_msg.pose.pose.orientation.z
R_wb = np.array(tf.quaternion_matrix([qx, qy, qz, qw]))[:3, :3]
# get KITTI pose
T_wb = np.eye(4)
T_wb[:3, :3] = R_wb
T_wb[:3, 3] = np.array([x_w, y_w, z_w])
T_wb = np.linalg.inv(T_wb)
R_bc = np.array([[0, -1, 0], [0, 0, -1], [1, 0, 0]])
T_bc = np.array([[0.04], [0], [1.73]])
T_wc = T_wb.dot(np.hstack((T_bc, np.array([[1]]))))
pose = [secs, nsecs, 0, T_wc[0, 3], T_wc[1, 3], T_wc[2, 3], R_bc[0, 0], R_bc[0, 1], R_bc[0, 2], R_bc[1, 0], R_bc[1, 1], R_bc[1, 2], R_bc[2, 0], R_bc[2, 1], R_bc[2, 2], 0, 0, 0]
return KITTI_FMT.format(*pose)
def main():
rospy.init_node('odom_to_kitti')
seq_num = 0
save_dir = rospy.get_param('~save_dir', os.path.expanduser('~'))
def callback(odom_msg):
nonlocal seq_num
formatted_str = odom_to_kitti(odom_msg)
filename = '{}/{}.txt'.format(save_dir, str(seq_num).zfill(6))
with open(filename, 'w') as f:
f.write(formatted_str)
rospy.loginfo('Wrote KITTI-formatted pose to {}'.format(filename))
seq_num += 1
rospy.Subscriber('odom', Odometry, callback)
rospy.spin()
if __name__ == '__main__':
main()
```
这个程序需要ROS和Navmsg包的支持,它将接收到的轨迹消息转换为kitti格式,并保存成文本文件。
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