Python OpenCV从字节字符串加载图像 [英] Python OpenCV load image from byte string
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问题描述
我正在尝试从字符串加载图像,如PHP函数 imagecreatefromstring
I'm trying to load image from string like as PHP function imagecreatefromstring
我该怎么做?
我有MySQL blob字段图像。我正在使用 MySQLdb ,并且不希望创建临时文件来处理PyOpenCV中的图像。
I have MySQL blob field image. I'm using MySQLdb and don't want create temporary file for working with images in PyOpenCV.
注意:需要cv(不是cv2)包装函数
NOTE: need cv (not cv2) wrapper function
推荐答案
这就是我通常用来将存储在数据库中的图像转换为Python中的OpenCV图像。
This is what I normally use to convert images stored in database to OpenCV images in Python.
import numpy as np
import cv2
from cv2 import cv
# Load image as string from file/database
fd = open('foo.jpg')
img_str = fd.read()
fd.close()
# CV2
nparr = np.fromstring(img_str, np.uint8)
img_np = cv2.imdecode(nparr, cv2.CV_LOAD_IMAGE_COLOR) # cv2.IMREAD_COLOR in OpenCV 3.1
# CV
img_ipl = cv.CreateImageHeader((img_np.shape[1], img_np.shape[0]), cv.IPL_DEPTH_8U, 3)
cv.SetData(img_ipl, img_np.tostring(), img_np.dtype.itemsize * 3 * img_np.shape[1])
# check types
print type(img_str)
print type(img_np)
print type(img_ipl)
我已经从 numpy.ndarray $添加了转换c $ c>到
cv2.cv.iplimage
,因此上面的脚本将打印出来:
I have added the conversion from numpy.ndarray
to cv2.cv.iplimage
, so the script above will print:
<type 'str'>
<type 'numpy.ndarray'>
<type 'cv2.cv.iplimage'>
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