Python OpenCV convert image to byte string?

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Question :

Python OpenCV convert image to byte string?

I’m working with PyOpenCV. How to convert cv2 image (numpy) to binary string for writing to MySQL db without a temporary file and imwrite?

I googled it but found nothing…

I’m trying imencode, but it doesn’t work.

capture = cv2.VideoCapture(url.path)
capture.set(, float(url.query))


  File "", line 16, in do_GET
  TypeError: img is not a numerical tuple

Help somebody!

Asked By: xercool


Answer #1:

If you have an image img (which is a numpy array) you can convert it into string using:

>>> img_str = cv2.imencode('.jpg', img)[1].tostring()
>>> type(img_str)

Now you can easily store the image inside your database, and then recover it by using:

>>> nparr = np.fromstring(STRING_FROM_DATABASE, np.uint8)
>>> img = cv2.imdecode(nparr, cv2.CV_LOAD_IMAGE_COLOR)

where you need to replace STRING_FROM_DATABASE with the variable that contains the result of your query to the database containing the image.

Answered By: jabaldonedo

Answer #2: returns a tuple, (err,img).

try splitting it up:

_,img =
self.wfile.write(cv2.imencode('png', img))
Answered By: berak

Answer #3:

im = cv2.imread('/tmp/sourcepic.jpeg')
res, im_png = cv2.imencode('.png', im)
with open('/tmp/pic.png', 'wb') as f:
Answered By: remort

Answer #4:

It works in 2020 with numpy==1.19.4 and opencv==4.4.0:

import cv2

cam = cv2.VideoCapture(0)

# get image from web camera
ret, frame =

# convert to jpeg and save in variable
image_bytes = cv2.imencode('.jpg', frame)[1].tobytes()
Answered By: titanicsv

Answer #5:

My code to use opencv with python cgi :

    im_data = form['image']
    im = cv2.imdecode( np.asarray(bytearray(im_data), dtype=np.uint8), 1 )
    ret, im_thresh = cv2.threshold( im, 128, 255, cv2.THRESH_BINARY )
    self.send_header("Content-type", "image/jpg")
    ret, buf = cv2.imencode( '.jpg', im_thresh )
    self.wfile.write( np.array(buf).tostring() )
Answered By: themadmax

Answer #6:

Here is an example:

def image_to_bts(frame):
    :param frame: WxHx3 ndarray
    _, bts = cv2.imencode('.webp', frame)
    bts = bts.tostring()
    return bts

def bts_to_img(bts):
    :param bts: results from image_to_bts
    buff = np.fromstring(bts, np.uint8)
    buff = buff.reshape(1, -1)
    img = cv2.imdecode(buff, cv2.IMREAD_COLOR)
    return img
Answered By: CKboss

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