python PIL/cv2/base64相互转换

时间:2025-01-22 20:56:07

       PIL和cv2是python中两个常用的图像处理库,PIL一般是anaconda自带的,cv2是opencv的python版本。base64在网络传输图片的时候经常用到。

##PIL读取、保存图片方法
from PIL import Image
img = (img_path)
(img_path2)


##cv2读取、保存图片方法
import cv2
img = (img_path)
(img_path2, img)


##图片文件打开为base64
import base64
 
def img_base64(img_path):
    with open(img_path,"rb") as f:
        base64_str = base64.b64encode(())
    return base64_str 

1、PIL和cv2转换

##PIL转cv2
import cv2
from PIL import Image
import numpy as np

def pil_cv2(img_path):
    image = (img_path)
    img = ((image),cv2.COLOR_RGB2BGR)
    return img


##cv2转PIL
import cv2
from PIL import Image

def cv2_pil(img_path):
    image = (img_path)
    image = ((image,cv2.COLOR_BGR2RGB))
    return image

2、PIL和base64转换

##PIL转base64
import base64
from io import BytesIO

def pil_base64(image):
    img_buffer = BytesIO()
    (img_buffer, format='JPEG')
    byte_data = img_buffer.getvalue()
    base64_str = base64.b64encode(byte_data)
    return base64_str


##base64转PIL
import base64
from io import BytesIO
from PIL import Image

def base64_pil(base64_str):
    image = base64.b64decode(base64_str)
    image = BytesIO(image)
    image = (image)
    return image

3、cv2和base64转换

##cv2转base64
import cv2

def cv2_base64(image):
    base64_str = ('.jpg',image)[1].tostring()
    base64_str = base64.b64encode(base64_str)
    return base64_str 


##base64转cv2
import base64
import numpy as np
import cv2

def base64_cv2(base64_str):
    imgString = base64.b64decode(base64_str)
    nparr = (imgString,np.uint8)  
    image = (nparr,cv2.IMREAD_COLOR)
    return image