Hi !
Yesterday I share 10 lines of code to adddress this very simple scenario:
Load and image and remove the background.
Today Iβll add a few extra lines, and Iβll remove the background from my camera feed. Itβs fun to see how the Captain America shield was included in the cropped polygon π
And the sample code:
# Copyright (c) 2022 | |
# Author : Bruno Capuano | |
# Create Time : 2022 June | |
# Change Log : | |
# β Open a local camera feed using OpenCV | |
# β Show the original camera feed and the background removed feed | |
# | |
# The MIT License (MIT) | |
# | |
# Permission is hereby granted, free of charge, to any person obtaining a copy | |
# of this software and associated documentation files (the "Software"), to deal | |
# in the Software without restriction, including without limitation the rights | |
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
# copies of the Software, and to permit persons to whom the Software is | |
# furnished to do so, subject to the following conditions: | |
# | |
# The above copyright notice and this permission notice shall be included in | |
# all copies or substantial portions of the Software. | |
# | |
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | |
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | |
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN | |
# THE SOFTWARE. | |
import cv2 | |
import cvzone | |
from cvzone.SelfiSegmentationModule import SelfiSegmentation | |
segmentor = SelfiSegmentation() | |
# open camera | |
cap = cv2.VideoCapture(1) | |
while True: | |
# read image | |
ret, img = cap.read() | |
#resize office to 640x480 | |
img = cv2.resize(img, (320, 240)) | |
green = (0, 255, 0) | |
imgNoBg = segmentor.removeBG(img, green, threshold=0.50) | |
# show both images | |
cv2.imshow('office',img) | |
cv2.imshow('office no bg',imgNoBg) | |
if cv2.waitKey(1) & 0xFF == ord('q'): | |
break | |
# close camera | |
cap.release() | |
cv2.destroyAllWindows() |
Happy coding!
Greetings
El Bruno
More posts in my blog ElBruno.com.
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