自学教程：Python 图片转数组,二进制互转操作

import matplotlib.pyplot as pltimport cv2from PIL import Imagefrom io import BytesIOimport numpy as np

# 图片转numpy数组img_path = "images/1.jpg"img_data = cv2.imread(img_path)# numpy数组转图片img_data = np.linspace(0,255,100*100*3).reshape(100,100,-1).astype(np.uint8)cv2.imwrite("img.jpg",img_data) # 在当前目录下会生成一张img.jpg的图片

# 以 二进制方式 进行图片读取with open("img.jpg","rb") as f: img_bin = f.read() # 内容读取# 将 图片的二进制内容 转成 真实图片with open("img.jpg","wb") as f: f.write(img_bin) # img_bin里面保存着 以二进制方式读取的图片内容,当前目录会生成一张img.jpg的图片

"""以上两种方式"合作"也可以实现,但是中间会有对外存的读写一般这些到磁盘的IO操作还是很耗时间的所以在内存直接处理会较好"""# 将数组转成 图片的二进制数据img_data = np.linspace(0,255,100*100*3).reshape(100,100,-1).astype(np.uint8)ret,buf = cv2.imencode(".jpg",img_data)img_bin = Image.fromarray(np.uint8(buf)).tobytes()# 将图片二进制数据 转为数组img_data = plt.imread(BytesIO(img_bin),"jpg")print(type(img_data))print(img_data.shape)"""out:<class 'numpy.ndarray'>(100, 100, 3)"""

from PIL import Imagefrom io import BytesIOfilename = '1.png'# PIL转二进制img = Image.open(filename)bytesIO = BytesIO()img.save(bytesIO, format='PNG')print(bytesIO.getvalue())# 二进制转PILimg = b'/x89PNG/r/n/x1a/n/x00/x00/x00/rIHDR/x00/x00/x00/x98/x00/x00/x00/x98/x08/x06/x00/x00/x00/x18/xc2 !/x00/x00 /x00IDATx/x01/xac/xc1/xdd/xaf/xed/xe9a/xd8/xf5/xef/xf7/xf9/xad/xbd/xcf/xcbx^</xb63/x8e/x938/xad/xdb&/xa1Iz/x11A/x03/x12/x12E/xdc T/x81/x04B/xea=/x88?/x0b/xc4/rBEB/xbd)/x124B/xa5PU/xa5/xaa/x1a/xb5/xa9/xdb/xc4v<s/xe6/xdd3/xe3/x19/xcfy/xdf{/xad/xe7/xcby/xf6/x995/xb3f/xfb/x9c/x89/x13/xf1/xf9/xf8/xfa/x9b/xef/xb1T/xa8/x1cU,/x16/xcfR/xf1U*N/xa9L@e/x00/n**/x8b/xca/xa2rJ/xe5Y*/x16/x95/xafb//I~N/x85/xf1///x05/xca/xe7T/x9e/xe8/tyB%/x05/xe2/x94/xca/x91L/x16/x95#/x15/x95g/x9b/x9c/xd2/x8d/x8a_/xdcdQyj/xf0e/x93E/xe5/xa9/xc9S/x03/x95/xa5d/xa9/xb0I/x0e/x96/n/x1a$/x14/x9f/x89//x9b/xa8,*/xbe/xfe/xe6{T<K/xc5/xe0/x0b/x15/xd7U|/x15/x95/xa3/t/xa8l/n/x84/x8a/xca/xa2/xb2/xa8/x1c/xa9T/xa8//W/xb1/xa8|/x15/xe3JB/xc5uF<Cq%/xa3BeQ/xa9PyJ/x9e/x8a#/x95/xa3/x81/xe0/x94/xcf/xa8/xa8,*/xcf7yjpTqJ/xe5/xba/n/x98/xa8/xa8/x94/x1c/xa9<59R9URQq]S/x96/xe4/xe7/xa8/xc0/xe4:/xdf/xb8/xf3.K/xc5u/x15/xcfR/xf1<*/xa7T/x8e&/xa02/x00/xe5/x8a/xca/xa2/xb2/xa8,*K/xc5/x91/xca//xa2/xe2/xc8/xb8/x92,qM/xc5u/xc5/x97T,*/xa7T*/x16/x15/x88E/xe5h 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from PIL import Imagefrom io import BytesIOdef PIL2bytes(im): '''PIL转二进制 :param im: PIL图像，PIL.Image :return: bytes图像 ''' bytesIO = BytesIO() try:  im.save(bytesIO, format='JPEG') except:  im.save(bytesIO, format='PNG') return bytesIO.getvalue() # 转二进制def bytes2PIL(im): '''二进制转PIL :param im: bytes图像 :return: PIL图像，PIL.Image ''' return Image.open(BytesIO(im))if __name__ == '__main__': filename = '1.png' # filename = '2.jpg' # PIL转二进制 img = Image.open(filename) img = PIL2bytes(img) print(img) # 二进制转PIL img = b'/x89PNG/r/n/x1a/n/x00/x00/x00/rIHDR/x00/x00/x00/x98/x00/x00/x00/x98/x08/x06/x00/x00/x00/x18/xc2 !/x00/x00 /x00IDATx/x01/xac/xc1/xdd/xaf/xed/xe9a/xd8/xf5/xef/xf7/xf9/xad/xbd/xcf/xcbx^</xb63/x8e/x938/xad/xdb&/xa1Iz/x11A/x03/x12/x12E/xdc 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img = bytes2PIL(img) img.show()

def PIL2bytes(im): '''PIL转二进制 :param im: PIL图像，PIL.Image :return: bytes图像 ''' im = cv2.cvtColor(255 * np.array(im).astype('uint8'), cv2.COLOR_RGB2BGR) return np.array(cv2.imencode('.png', im)[1]).tobytes() # 转二进制