Showing posts with label pil image. Show all posts
Showing posts with label pil image. Show all posts

8/08/2019

PIL to string, string to PIL (python)

It's simple example source code for that:

PIL to string(base64)
- PIL open image
- image to byte
- byte to string (base64)

string(base64) to PIL
- string to byte
- PIL load byte

--
import base64
import io
from PIL import Image

#open file using PIL
pil_img = Image.open('IMG_0510.jpg')
width, height = pil_img.size
print(width, height)


#get image data as byte
buffer = io.BytesIO()
pil_img.save(buffer, format=pil_img.format)
buffer_value = buffer.getvalue()

#byte to string
base64_str = base64.b64encode(buffer_value)

#read string to image buffer
buffer2 = base64.b64decode(base64_str)
pil_img2 = Image.open(io.BytesIO(buffer2))
width2, height2 = pil_img2.size
print(width2, height2)


#check first & second image
pil_img.show()
pil_img2.show()
--

here, another source code for :
OpenCV -> PIL -> resize -> OpenCV

http://study.marearts.com/2019/06/opencv-pil-resize-opencv.html

6/10/2019

OpenCV -> PIL -> resize -> OpenCV

Some simple code for this processing

1. Read image by OpenCV
2. Conver from OpenCV to PIL image
3. some processing using PIL, ex)resize
4. Conver from PIL to OpenCV

Check this code.


import cv2
from PIL import Image
import numpy

#target resize
r_x = 100
r_y = 100


#read image using opencv
cv_img_o = cv2.imread('A.png')

#conver mat to pil
cv_img = cv2.cvtColor(cv_img_o, cv2.COLOR_BGR2RGB)
im_pil = Image.fromarray(cv_img)

#resize pil
im_pil = im_pil.resize((r_x,r_y), Image.ANTIALIAS)

#convert pil to mat
cv_img_r = numpy.array(im_pil)

# Convert RGB to BGR
cv_img_r = cv2.cvtColor(cv_img_r, cv2.COLOR_RGB2BGR)
#cv_img_r = cv_img_r[:, :, ::-1].copy()

cv2.namedWindow('origin',0)
cv2.imshow('origin', cv_img_o)

cv2.namedWindow('resize',0)
cv2.imshow('resize', cv_img_r)

cv2.waitKey(0)

2/23/2019

64base image to pil image and upload s3 bucket on aws lambda

This article is about how to convert base64 string image to byte and invoke to PIL image.
Then we can handle image whatever we want to ex) image resize ..

base64 image come from img_base64 = event['base64Image']
and then convert to byte data imgdata = base64.b64decode(img_base64)

then it can save to image file and load to Image.open(filename)
or
invoke to pil image directly : img2 = Image.open(io.BytesIO(imgdata))

In the source code, there is also example how to upload image to s3 bucket.
refer to below code.
//
import sys
sys.path.append("/opt")

import json
import boto3
import os
import io
from PIL import Image
import base64



ACCESS_KEY = os.environ.get('ACCESS_KEY')
SECRET_KEY = os.environ.get('SECRET_KEY')

def uploadToS3(bucket, s3_path, local_path):
    s3_client = boto3.client(
        's3',
        aws_access_key_id=ACCESS_KEY,
        aws_secret_access_key=SECRET_KEY,
    )
    s3_client.upload_file(local_path, bucket, s3_path)
    
    
    
def lambda_handler(event, context):
    
    #base64 image string
    img_base64 = event['base64Image']
    #string to byte
    imgdata = base64.b64decode(img_base64)
    
    #save some image file
    with open("/tmp/imageToSave.png", "wb") as fh:
        fh.write(imgdata)
    
    #open("/tmp/imageToSave.png",'rb')
    uploadToS3("input-image1", "imageToSave.png", "/tmp/imageToSave.png")
    
    #load image file to pil
    img = Image.open("/tmp/imageToSave.png")
    width, height = img.size
    
    #load 
    img2 = Image.open(io.BytesIO(imgdata))
    width2, height2 = img2.size
    
    # TODO implement
    return {
        'statusCode': 200,
        'body': json.dumps('Hello leon it is from Lambda!'),
        'width file': width,
        'heihgt file' : height,
        'width pil': width2,
        'heihgt pil' : height2
    }

//

These method is referenced by:
https://stackoverflow.com/questions/16214190/how-to-convert-base64-string-to-image
https://stackoverflow.com/questions/11727598/pil-image-open-working-for-some-images-but-not-others
https://stackoverflow.com/questions/16214190/how-to-convert-base64-string-to-image
https://stackoverflow.com/questions/6444548/how-do-i-get-the-picture-size-with-pil

Thanks for effort.