Getting error - 'PngImageFile' object has no attribute 'shape' on transferring video frames from client to flask server using Socketio

Question

My application is to switch on cam on the client-side, take the frame, perform the ML process on it in the backend and throw it back to the client.

This part of the code (in bold) is throwing error - PngImageFile' object has no attribute 'shape'.

This code line has a problem - frame = imutils.resize(pimg, width=700)

I guess some processing is not in the right format. Please guide

@socketio.on('image')
def image(data_image):
    sbuf = io.StringIO()
    sbuf.write(data_image)

    # decode and convert into image
    b = io.BytesIO(base64.b64decode(data_image))
    pimg = Image.open(b)

    # Process the image frame
    frame = imutils.resize(**pimg,** width=700)
    frame = cv2.flip(frame, 1)
    imgencode = cv2.imencode('.jpg', frame)[1]

    # base64 encode
    stringData = base64.b64encode(imgencode).decode('utf-8')
    b64_src = 'data:image/jpg;base64,'
    stringData = b64_src + stringData

    # emit the frame back
    emit('response_back', stringData)

user_13662278 · Answer

The problem is that pimg is in PIL image format. While imutils.resize function expects the image in Numpy array format. So, after pimg = Image.open(b) line you need to convert the PIL image to Numpy array like below:

pimg = np.array(pimg)

For this you have to import numpy library like below:

import numpy as np

pimg = np.array(pimg)

For this you have to import numpy library like below:

import numpy as np

user_15020111 · Answer

Try this out. This helped for a similar problem for me.

img_arr = np.array(img.convert("RGB"))

The problem was in the mode of the image. I had to convert it from 'P' to 'RGB'.

print(img)
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Getting error - 'PngImageFile' object has no attribute 'shape' on transferring video frames from client to flask server using Socketio

2 Answers