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27 lines
980 B
27 lines
980 B
import cv2
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import numpy as np
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def Beauty(img):
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step = 5
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kernel = (32,32) #图片大一点，此处尺寸大一点
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img = img/255.0
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sz = img.shape[:2]
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sz1 = (int(round(sz[1] * step)), int(round(sz[0] * step)))
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sz2 = (int(round(kernel[0] * step)), int(round(kernel[0] * step)))
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sI = cv2.resize(img, sz1, interpolation=cv2.INTER_LINEAR)
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sp = cv2.resize(img, sz1, interpolation=cv2.INTER_LINEAR)
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msI = cv2.blur(sI, sz2)
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msp = cv2.blur(sp, sz2)
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msII = cv2.blur(sI*sI, sz2)
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msIp = cv2.blur(sI*sp, sz2)
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vsI = msII - msI*msI
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csIp = msIp - msI*msp
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recA = csIp/(vsI+0.01)
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recB = msp - recA*msI
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mA = cv2.resize(recA, (sz[1],sz[0]), interpolation=cv2.INTER_LINEAR)
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mB = cv2.resize(recB, (sz[1],sz[0]), interpolation=cv2.INTER_LINEAR)
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gf = mA*img + mB
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gf = gf*255
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gf[gf>255] = 255
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final = gf.astype(np.uint8)
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return final |