1. Separation and merging of channels
- split(mat) splits the channels of the image
- merge((ch1,ch2, ch3)) merges multiple channels
import cv2
import numpy as np
img = np.zeros((480, 640, 3), np.uint8)
b,g,r = cv2.split(img)
b[10:100, 10:100] = 255
g[10:100, 10:100] = 255
img2 = cv2.merge((b, g, r))
cv2.imshow('img', img)
cv2.imshow('b', b)
cv2.imshow('g', g)
cv2.imshow('img2', img2)
cv2.waitKey(0)
cv2.destroyAllWindows()
2. Draw graphics
Using the drawing API provided by OpenCV, you can easily draw various graphics on the image, such as straight lines, rectangles, circles, ellipses and other graphics.
- line(img, pt1, pt2, color, thickness, lineType, shift) draws a straight line
- img: which image to draw the line on
- pt1, pt2: start point, end point. Specify the start and end position of the line
- color: color
- thickness: line width
- lineType: line type. Line type is -1, 4, 8, 16, the default is 8
- shift: coordinate scaling ratio.
- rectangle() parameters are the same as above. Draw a rectangle
- circle(img, center, radius, color, thickness, lineType, shift) Parameters in square brackets indicate optional parameters. Draw a circle
- ellipse(img, center point, half of length and width, angle, starting angle, ending angle,...)
- polylines(img, pts, isClosed, color, thickness, lineType, shift) draw polygons
- fillPoly fill polygon
- putText(img, text, org, fontFace, fontScale, color, thickness, lineType, shift) Draw text
- text The text to be drawn
- org The coordinates of the lower left corner of the text in the picture
- fontFace The font type is the font
- fontScale The font size
import cv2
import numpy as np
img = np.zeros((480, 640, 3), np.uint8)
# cv2.line(img, (10, 20), (300, 400), (0, 0, 255), 5, 4)
# cv2.line(img, (80, 100), (380, 480), (0, 0, 255), 5, 16)
# 画矩形
# cv2.rectangle(img, (10,10), (100, 100), (0, 0, 255), -1)
# 画圆
# cv2.circle(img, (320, 240), 100, (0, 0, 255))
# cv2.circle(img, (320, 240), 5, (0, 0, 255), -1)
# 画椭圆
# cv2.ellipse(img, (320, 240), (100, 50), 15, 0, 360, (0, 0, 255), -1)
#画多边形
# pts = np.array([(300, 10), (150, 100), (450, 100)], np.int32)
# cv2.polylines(img, [pts], True, (0, 0, 255))
#填充多边形
# cv2.fillPoly(img, [pts], (255, 255, 0))
cv2.putText(img, "Hello OpenCV!", (10, 400), cv2.FONT_HERSHEY_TRIPLEX, 3, (255,0,0))
cv2.imshow('draw', img)
cv2.waitKey(0)
cv2.destroyAllWindows()
- Drawing Chinese is not supported by opencv itself because there is no Chinese font. We can use pillow to draw Chinese
# 安装pillow
import cv2
import numpy as np
from PIL import ImageFont, ImageDraw, Image
img = np.full((200, 200, 3), fill_value=255, dtype=np.uint8)
# 导入字体文件.
font_path = 'msyhbd.ttc'
font = ImageFont.truetype(font_path, 15)
img_pil = Image.fromarray(img)
draw = ImageDraw.Draw(img_pil)
draw.text((10, 150), '绘制中文', font=font, fill=(0, 255, 0, 0))
img = np.array(img_pil)
# 中文会显示问号
cv2.putText(img, '中文', (10, 100), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 0, 0), 1)
cv2.imshow('img', img)
cv2.waitKey(0)
cv2.destroyAllWindows()