Detect the RGB color from a webcam using Python - OpenCV Last Updated : 16 Jul, 2024 Summarize Comments Improve Suggest changes Share Like Article Like Report Prerequisites: Python NumPy, Python OpenCVEvery image is represented by 3 colors that are Red, Green and Blue. Let us see how to find the most dominant color captured by the webcam using Python.Approach:Import the cv2 and NumPy modulesCapture the webcam video using the cv2.VideoCapture(0) method.Display the current frame using the cv2.imshow() method.Run a while loop and take the current frame using the read() method.Take the red, blue and green elements and store them in a list.Compute the average of each list.Whichever average has the greatest value, display that color. Python import cv2 import numpy as np # taking the input from webcam vid = cv2.VideoCapture(0) # running while loop just to make sure that # our program keeps running until we stop it while True: # capturing the current frame _, frame = vid.read() # displaying the current frame cv2.imshow("frame", frame) # setting values for base colors b = frame[:, :, 0] # Blue channel g = frame[:, :, 1] # Green channel r = frame[:, :, 2] # Red channel # computing the mean b_mean = np.mean(b) g_mean = np.mean(g) r_mean = np.mean(r) # displaying the most prominent color if b_mean > g_mean and b_mean > r_mean: print("Blue") elif g_mean > r_mean and g_mean > b_mean: print("Green") else: print("Red") # breaking the loop if 'q' is pressed if cv2.waitKey(1) & 0xFF == ord('q'): break # releasing the video capture object and closing all windows vid.release() cv2.destroyAllWindows() Output: Comment More infoAdvertise with us Next Article Detect the RGB color from a webcam using Python - OpenCV R romilvishol Follow Improve Article Tags : Python OpenCV Python-OpenCV Practice Tags : python Similar Reads Python Tutorial - Learn Python Programming Language Python is one of the most popular programming languages. 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