def resize_pad_image(image, dest_w, dest_h, pad_with_transparent=False):
    """
    Resize the image and pad to the correct aspect ratio.
    :param image: PIL.Image
    :param dest_w: Target width
    :param dest_h: Target height
    :param pad_with_transparent: If True, make additional padding transparent

    :return: Scaled and padded image
    """
    dest_w = float(dest_w)
    dest_h = float(dest_h)
    dest_ratio = dest_w / dest_h

    # Calculate the apect ratio of the image
    src_w = float(image.size[0])
    src_h = float(image.size[1])
    src_ratio = src_w / src_h

    if src_ratio < dest_ratio:
        # Image is tall and thin - we need to scale to the right height and then pad
        scale = dest_h / src_h
        scaled_h = dest_h
        scaled_w = src_w * scale

        offset = (int((dest_w - scaled_w) / 2), 0)

    else:
        # Image is short and wide - we need to scale to the right height and then crop
        scale = dest_w / src_w
        scaled_w = dest_w
        scaled_h = src_h * scale

        offset = (0, int((dest_h - scaled_h) / 2))

    scaled_image = image.resize((int(scaled_w), int(scaled_h)), PIL.Image.ANTIALIAS)
    # Normally we will want to copy the source mode for the destination image, but in some
    # cases the source image will use a Palletted (mode=='P') in which case we need to change
    # the mode
    mode = scaled_image.mode
    log.debug('Padding image with mode: "{}"'.format(mode))
    if pad_with_transparent and mode != 'RGBA':
        old_mode = mode
        mode = 'RGBA'
        scaled_image = scaled_image.convert(mode)
        log.debug('Changed mode from "{}" to "{}"'.format(old_mode, mode))

    elif mode == 'P':
        if 'transparency' in scaled_image.info:
            mode = 'RGBA'
        else:
            mode = 'RGB'

        scaled_image = scaled_image.convert(mode)
        log.debug('Changed mode from "P" to "{}"'.format(mode))
    
    if pad_with_transparent:
        pad_colour = (255, 255, 255, 0)
    else:
        # Get the pixel colour for coordinate (0,0)
        pixels = scaled_image.load()
        pad_colour = pixels[0, 0]
    
    padded_image = PIL.Image.new(mode, (int(dest_w), int(dest_h)), pad_colour)
    padded_image.paste(scaled_image, offset)

    return padded_image
def resize_pad_image(image, dest_w, dest_h, pad_with_transparent=False):
    """
    Resize the image and pad to the correct aspect ratio.
    :param image: PIL.Image
    :param dest_w: Target width
    :param dest_h: Target height
    :param pad_with_transparent: If True, make additional padding transparent

    :return: Scaled and padded image
    """
    dest_w = float(dest_w)
    dest_h = float(dest_h)
    dest_ratio = dest_w / dest_h

    # Calculate the apect ratio of the image
    src_w = float(image.size[0])
    src_h = float(image.size[1])
    src_ratio = src_w / src_h

    if src_ratio < dest_ratio:
        # Image is tall and thin - we need to scale to the right height and then pad
        scale = dest_h / src_h
        scaled_h = dest_h
        scaled_w = src_w * scale

        offset = (int((dest_w - scaled_w) / 2), 0)

    else:
        # Image is short and wide - we need to scale to the right height and then crop
        scale = dest_w / src_w
        scaled_w = dest_w
        scaled_h = src_h * scale

        offset = (0, int((dest_h - scaled_h) / 2))

    scaled_image = image.resize((int(scaled_w), int(scaled_h)), PIL.Image.ANTIALIAS)
    # Normally we will want to copy the source mode for the destination image, but in some
    # cases the source image will use a Palletted (mode=='P') in which case we need to change
    # the mode
    mode = scaled_image.mode
    log.debug('Padding image with mode: "{}"'.format(mode))
    if pad_with_transparent and mode != 'RGBA':
        old_mode = mode
        mode = 'RGBA'
        scaled_image = scaled_image.convert(mode)
        log.debug('Changed mode from "{}" to "{}"'.format(old_mode, mode))

    elif mode == 'P':
        if 'transparency' in scaled_image.info:
            mode = 'RGBA'
        else:
            mode = 'RGB'

        scaled_image = scaled_image.convert(mode)
        log.debug('Changed mode from "P" to "{}"'.format(mode))
    
    if pad_with_transparent:
        pad_colour = (255, 255, 255, 0)
    else:
        # Get the pixel colour for coordinate (0,0)
        pixels = scaled_image.load()
        pad_colour = pixels[0, 0]
    
    padded_image = PIL.Image.new(mode, (int(dest_w), int(dest_h)), pad_colour)
    padded_image.paste(scaled_image, offset)

    return padded_image
def resize_pad_image ( image , dest_w , dest_h , pad_with_transparent = False ) : dest_w = float ( dest_w ) dest_h = float ( dest_h ) dest_ratio = dest_w / dest_h # Calculate the apect ratio of the image src_w = float ( image . size [ 0 ] ) src_h = float ( image . size [ 1 ] ) src_ratio = src_w / src_h if src_ratio < dest_ratio : # Image is tall and thin - we need to scale to the right height and then pad scale = dest_h / src_h scaled_h = dest_h scaled_w = src_w * scale offset = ( int ( ( dest_w - scaled_w ) / 2 ) , 0 ) else : # Image is short and wide - we need to scale to the right height and then crop scale = dest_w / src_w scaled_w = dest_w scaled_h = src_h * scale offset = ( 0 , int ( ( dest_h - scaled_h ) / 2 ) ) scaled_image = image . resize ( ( int ( scaled_w ) , int ( scaled_h ) ) , PIL . Image . ANTIALIAS ) # Normally we will want to copy the source mode for the destination image, but in some # cases the source image will use a Palletted (mode=='P') in which case we need to change # the mode mode = scaled_image . mode log . debug ( 'Padding image with mode: "{}"' . format ( mode ) ) if pad_with_transparent and mode != 'RGBA' : old_mode = mode mode = 'RGBA' scaled_image = scaled_image . convert ( mode ) log . debug ( 'Changed mode from "{}" to "{}"' . format ( old_mode , mode ) ) elif mode == 'P' : if 'transparency' in scaled_image . info : mode = 'RGBA' else : mode = 'RGB' scaled_image = scaled_image . convert ( mode ) log . debug ( 'Changed mode from "P" to "{}"' . format ( mode ) ) if pad_with_transparent : pad_colour = ( 255 , 255 , 255 , 0 ) else : # Get the pixel colour for coordinate (0,0) pixels = scaled_image . load ( ) pad_colour = pixels [ 0 , 0 ] padded_image = PIL . Image . new ( mode , ( int ( dest_w ) , int ( dest_h ) ) , pad_colour ) padded_image . paste ( scaled_image , offset ) return padded_image
Resize the image and pad to the correct aspect ratio.
    :param image: PIL.Image
    :param dest_w: Target width
    :param dest_h: Target height
    :param pad_with_transparent: If True, make additional padding transparent

    :return: Scaled and padded image
Resize the image and pad to the correct aspect ratio . : param image : PIL . Image : param dest_w : Target width : param dest_h : Target height : param pad_with_transparent : If True make additional padding transparent