import numpy as np from scipy.spatial.transform import Rotation as R #黄老师会给我传目标物的中心点坐标x,y,z和目标位姿的平面法向量a,b,c def getPosition(x,y,z,a,b,c): target = np.asarray([x, y, z]) camera2robot = np.loadtxt('D:\BaiduNetdiskDownload\机械臂\GRCNN\\real\cam_pose.txt', delimiter=' ') position = np.dot(camera2robot[0:3, 0:3], target) + camera2robot[0:3, 3:] target_position = position[0:3, 0]#转换后的位置信息 vector = np.asarray([a, b, c]) normal_vector = vector / np.linalg.norm(vector)#归一化 normal_vector.shape = (3, 1) dot_angle = np.dot(camera2robot[0:3, 0:3], normal_vector)#转换后的法向量,方向依然是同一个方向,只是表示方法变了 angle_tool = R.from_matrix(camera2robot[0:3, 0:3]) r,p,y = angle_tool.as_euler('xyz',degrees=True)#r表示u,p表示v,y表示w target_angle = np.asarray([r,p,y]) return target_position, dot_angle, target_angle