python?實現(xiàn)圖片特效處理
前言:
對于 ?圖片處理?,在日常生活中我們常常能夠看到。
比如發(fā)個朋友圈之前,我們需要給自己的?照片加個濾鏡?;在上傳頭像時候,需要?對照片進(jìn)行裁剪?,這些都是圖片的處理。
待處理的原圖:
一、黑白特效
- 將圖片處理后,變?yōu)楹诎最伾?/li>
- 把像素的R,G,B三個通道數(shù)值都置為:?
?r*0.299+g*0.587+b*0.114?
? - 效果
黑白特效:
代碼:
?#!/usr/bin/env python # encoding: utf-8 import numpy as np from PIL import Image class picture: ''' This is a main Class, the file contains all documents. One document contains paragraphs that have several sentences It loads the original file and converts the original file to new content Then the new content will be saved by this class ''' def __init__(self): self.path = 'assets/picture.jpeg' def hello(self): ''' This is a welcome speech :return: self ''' print('*' * 50) print(' ' * 20 + '圖片轉(zhuǎn)換特效之黑白') print(' ' * 5 + '作者: autofelix Date: 2022-01-17 13:14') print('*' * 50) return self def run(self): ''' The program entry ''' im = self.to_black_white() im.show() im.save('assets/black_white.jpeg') def to_black_white(self): ''' Picture to black white ''' im = np.asarray(Image.open(self.path).convert('RGB')) trans = np.array([[0.299, 0.587, 0.114], [0.299, 0.587, 0.114], [0.299, 0.587, 0.114]]).transpose() im = np.dot(im, trans) return Image.fromarray(np.array(im).astype('uint8')) if __name__ == '__main__': picture().hello().run()
二、流年特效
- 將圖片處理后,變?yōu)榱髂晏匦?/li>
- 把R通道的數(shù)值開平方,然后乘以一個參數(shù)
- 效果
流年特效:
代碼:
#!/usr/bin/env python # encoding: utf-8 import numpy as np from PIL import Image class picture: ''' This is a main Class, the file contains all documents. One document contains paragraphs that have several sentences It loads the original file and converts the original file to new content Then the new content will be saved by this class ''' def __init__(self): self.path = 'assets/picture.jpeg' def hello(self): ''' This is a welcome speech :return: self ''' print('*' * 50) print(' ' * 20 + '圖片轉(zhuǎn)換特效之流年') print(' ' * 5 + '作者: autofelix Date: 2022-01-17 13:14') print('*' * 50) return self def run(self): ''' The program entry ''' im = self.fleeting() im.show() im.save('assets/fleeting.jpeg') def fleeting(self, params=12): ''' Picture to fleeting ''' im = np.asarray(Image.open(self.path).convert('RGB')) im1 = np.sqrt(im * [1.0, 0.0, 0.0]) * params im2 = im * [0.0, 1.0, 1.0] im = im1 + im2 return Image.fromarray(np.array(im).astype('uint8')) if __name__ == '__main__': picture().hello().run()
三、舊電影特效
- 將圖片處理后,變?yōu)榕f電影特效
- 把像素的R,G,B三個通道數(shù)值,3個通道的分別乘以3個參數(shù)后求和,最后把超過255的值置為255
- 效果
舊電影特效:
代碼:
#!/usr/bin/env python # encoding: utf-8 import numpy as np from PIL import Image class picture: ''' This is a main Class, the file contains all documents. One document contains paragraphs that have several sentences It loads the original file and converts the original file to new content Then the new content will be saved by this class ''' def __init__(self): self.path = 'assets/picture.jpeg' def hello(self): ''' This is a welcome speech :return: self ''' print('*' * 50) print(' ' * 20 + '圖片轉(zhuǎn)換特效之舊電影') print(' ' * 5 + '作者: autofelix Date: 2022-01-17 13:14') print('*' * 50) return self def run(self): ''' The program entry ''' im = self.old_film() im.show() im.save('assets/old_film.jpeg') def old_film(self): ''' Picture to old film ''' im = np.asarray(Image.open(self.path).convert('RGB')) trans = np.array([[0.393, 0.769, 0.189], [0.349, 0.686, 0.168], [0.272, 0.534, 0.131]]).transpose() im = np.dot(im, trans).clip(max=255) return Image.fromarray(np.array(im).astype('uint8')) if __name__ == '__main__': picture().hello().run()
四、反色特效
- 將圖片處理后,變?yōu)榉瓷匦?/li>
- 這個最簡單了,用255減去每個通道的原來的數(shù)值
- 效果
反色特效:
代碼:
#!/usr/bin/env python # encoding: utf-8 import numpy as np from PIL import Image class picture: ''' This is a main Class, the file contains all documents. One document contains paragraphs that have several sentences It loads the original file and converts the original file to new content Then the new content will be saved by this class ''' def __init__(self): self.path = 'assets/picture.jpeg' def hello(self): ''' This is a welcome speech :return: self ''' print('*' * 50) print(' ' * 20 + '圖片轉(zhuǎn)換特效之反色') print(' ' * 5 + '作者: autofelix Date: 2022-01-17 13:14') print('*' * 50) return self def run(self): ''' The program entry ''' im = self.reverse() im.show() im.save('assets/reverse.jpeg') def reverse(self): ''' Picture to reverse ''' im = 255 - np.asarray(Image.open(self.path).convert('RGB')) return Image.fromarray(np.array(im).astype('uint8')) if __name__ == '__main__': picture().hello().run()
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