环境
pip install opencv-python==3.4.2.16 pip install opencv-contrib-python==3.4.2.16
示例代码
import cv2 import numpy as np img=cv2.imread('molecule.png') #缩放 rows,cols,channels = img.shape img=cv2.resize(img,None,fx=0.5,fy=0.5) rows,cols,channels = img.shape cv2.imshow('img',img) #转换hsv hsv=cv2.cvtColor(img,cv2.COLOR_BGR2HSV) lower_blue=np.array([90,70,70]) upper_blue=np.array([110,255,255]) mask = cv2.inRange(hsv, lower_blue, upper_blue) cv2.imshow('Mask', mask) #腐蚀膨胀 erode=cv2.erode(mask,None,iterations=1) cv2.imshow('erode',erode) dilate=cv2.dilate(erode,None,iterations=1) cv2.imshow('dilate',dilate) #遍历替换 for i in range(rows): for j in range(cols): if dilate[i,j]==255: img[i,j]=(0,0,255)#此处替换颜色,为BGR通道 cv2.imshow('res',img) cv2.waitKey(0) cv2.destroyAllWindows()
原图
输出图