Python 图片转数组,二进制互转操作

需要导入以下包,没有的通过pip安装

import matplotlib.pyplot as pltimport cv2from PIL import Imagefrom io import BytesIOimport numpy as np1.图片和数组互转

# 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2.图片和二进制格式互转

# 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3.数组 和 图片二进制数据互转

'''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)'''

或许还有别的方式也能实现 图片二进制数据 和 数组的转换，不足之处希望大家指出

补充：Python PIL和二进制图片互转

PIL和二进制图片互转

1.png

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’x89PNGrnx1anx00x00x00rIHDRx00x00x00x98x00x00x00x98x08x06x00x00x00x18xc2 !x00x00 x00IDATxx01xacxc1xddxafxedxe9axd8xf5xefxf7xf9xadxbdxcfxcbx^<xb63x8ex938xadxdb&xa1Izx11Ax03x12x12Exdc Tx81x04Bxea=x88?x0bxc4rBEBxbd)x124Bxa5PUxa5xaax1axb5xa9xdbxc4v<sxe6xdd3xe3x19xcfyxdf{xadxe7xcbyxf6x995xb3fxfbx9cx89x13xf1xf9xf8xfax9bxefxb1Txa8x1cU,x16xcfRxf1U*Nxa9L@ex00n**x8bxcaxa2rJxe5Y*x16x95xafbI~Nx85xf1x05xcaxe7Tx9exe8tyB%x05xe2x94xcax91Lx16x95#x15x95gx9bx9cxd2x8dx8a_xdcdQyjxf0ex93Exe5xa9xc9Sx03x95xa5dxa9xb0Ix0ex96nx1a$x14x9fx89/x9bxa8,*xbexfexe6{T<Kxc5xe0x0bx15xd7U|x15x95xa3txa8lnx84x8axcaxa2xb2xa8x1cxa9Txa8Wxb1xa8|x15xe3JBxc5uF<Cq%xa3BeQxa9PyJx9ex8a#x95xa3x81xe0x94xcfxa8xa8,*xcf7yjpTqJxe5xbanx98xa8xa8x94x1cxa9<59R9URQq]Sx96xe4xe7xa8xc0xe4:xdfxb8xf3.Kxc5ux15xcfRxf1<*xa7Tx8e&xa02x00xe5x8axcaxa2xb2xa8,*Kxc5x91xca/xa2xe2xc8xb8x92,qMxc5uxc5x97T,*xa7T*x16x15x88Exe5h 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= Image.open(BytesIO(img))img.show()

PS：

Image.frombytes() 容易出错又麻烦

Image.tobytes() 没文件格式信息，不便于网络传输

1.png

2.jpg

PNG有四通道，RGBA

JPG有三通道，RGB

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’x89PNGrnx1anx00x00x00rIHDRx00x00x00x98x00x00x00x98x08x06x00x00x00x18xc2 !x00x00 x00IDATxx01xacxc1xddxafxedxe9axd8xf5xefxf7xf9xadxbdxcfxcbx^<xb63x8ex938xadxdb&xa1Izx11Ax03x12x12Exdc 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