The basic idea is to find the Xmin, Xmax, Ymin, Ymax of each identified coordinates of the contour and then create a rectangle using it. Lets understand this with an example: Import the necessary libraries, read the input file, convert it to grayscale and plot it. from skimage.measure import find_contours from skimage.io import imread …