gpavana / thresholdingg

THRESHOLDING

Aim

To segment the image using global thresholding, adaptive thresholding and Otsu's thresholding using python and OpenCV.

Software Required

1. Anaconda - Python 3.7
2. OpenCV

Algorithm

Step1:

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Step5:

Program

# Load the necessary packages





# Read the Image and convert to grayscale




# Use Global thresholding to segment the image




# Use Adaptive thresholding to segment the image




# Use Otsu's method to segment the image 




# Display the results

Output

Original Image

Global Thresholding

Adaptive Thresholding

Optimum Global Thesholding using Otsu's Method

Result

Thus the images are segmented using global thresholding, adaptive thresholding and optimum global thresholding using python and OpenCV.