import cv2 import numpy as np # 设置棋盘格大小 grid_size = (6, 9) # 设置棋盘格边长 square_size = 0.03 # 创建棋盘格点的坐标数组 obj_points = np.zeros((grid_size[0] * grid_size[1], 3), np.float32) obj_points[:, :2] = np.mgrid[0:grid_size[0], 0:grid_size[1]].T.reshape(-1, 2) * square_size # 创建空数组来存储拍摄到的棋盘格点的坐标 img_points = [] # 拍摄多张图片,并检测棋盘格点 for i in range(10): # 读取图片 img = cv2.imread(f"image_{i}.jpg") # 将图片转换为灰度图 gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) # 检测棋盘格点 ret, corners = cv2.findChessboardCorners(gray, grid_size, None) # 如果检测到棋盘格点,则将其添加到数组中 if ret: img_points.append(corners) # 在图片上绘制棋盘格点 cv2.drawChessboardCorners(img, grid_size, corners, ret) # 显示图片 cv2.imshow(f"Image {i}", img) # 关闭所有窗口 cv2.destroyAllWindows() # 进行相机标定 ret, mtx, dist, rvecs, tvecs = cv2.calibrateCamera(obj_points, img_points, gray.shape[::-1], None, None) # 打印相机矩阵和畸变系数 print("Camera matrix:") print(mtx) print("Distortion coefficients:") print(dist)这段代码要想打开一个文件夹怎么改
时间: 2023-12-07 12:05:53 浏览: 102
python 3.74 运行import numpy as np 报错lib\site-packages\numpy\__init__.py
你可以使用Python的os库来打开文件夹,具体代码如下:
```python
import os
import cv2
import numpy as np
# 设置棋盘格大小
grid_size = (6, 9)
# 设置棋盘格边长
square_size = 0.03
# 创建棋盘格点的坐标数组
obj_points = np.zeros((grid_size[0] * grid_size[1], 3), np.float32)
obj_points[:, :2] = np.mgrid[0:grid_size[0], 0:grid_size[1]].T.reshape(-1, 2) * square_size
# 创建空数组来存储拍摄到的棋盘格点的坐标
img_points = []
# 打开文件夹
folder_path = "your/folder/path"
for filename in os.listdir(folder_path):
# 读取图片
img = cv2.imread(os.path.join(folder_path, filename))
# 将图片转换为灰度图
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
# 检测棋盘格点
ret, corners = cv2.findChessboardCorners(gray, grid_size, None)
# 如果检测到棋盘格点,则将其添加到数组中
if ret:
img_points.append(corners)
# 在图片上绘制棋盘格点
cv2.drawChessboardCorners(img, grid_size, corners, ret)
# 显示图片
cv2.imshow(f"{filename}", img)
# 关闭所有窗口
cv2.destroyAllWindows()
# 进行相机标定
ret, mtx, dist, rvecs, tvecs = cv2.calibrateCamera(obj_points, img_points, gray.shape[::-1], None, None)
# 打印相机矩阵和畸变系数
print("Camera matrix:")
print(mtx)
print("Distortion coefficients:")
print(dist)
```
你只需要将 `folder_path` 替换成你想要打开的文件夹的路径即可。
阅读全文