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#!/usr/bin/python#  -*- coding:utf-8 -*-import numpy as npimport osfrom PIL import Imagedef convolve(image, weight):    height, width = image.shape    h, w = weight.shape    height_new = height - h + 1    width_new = width - w + 1    image_new = np.empty((height_new, width_new), dtype=np.float)    for i in range(height_new):        for j in range(width_new):            image_new[i,j] = np.sum(image[i:i+h, j:j+w] * weight)    image_new = image_new.clip(0, 255)    image_new = np.rint(image_new).astype('uint8')    return image_newif __name__ == "__main__":    A = Image.open("./son.png", 'r')    print(A)    output_path = './ImageConvolve/'    if not os.path.exists(output_path):        os.mkdir(output_path)    a = np.array(A)    print(a.shape)

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