Make images with transparent background
Project description
Transparent Background
This is a background removing tool powered by InSPyReNet (ACCV 2022). You can easily remove background from the image or video or bunch of other stuffs when you can make the background transparent!
:inbox_tray: Install
# via pypi
pip install transparent-background
# via github
pip install git+https://github.com/plemeri/transparent-background.git
# locally
pip install . e
:pencil2: Usage
:computer: Command Line
transparent-background --source [SOURCE] --dest [DEST] --type [TYPE]
--source [SOURCE]
: Specify your data in this argument.- Single image -
image.png
- Folder containing images -
path/to/img/folder
- Single video -
video.mp4
- Folder containing videos -
path/to/vid/folder
- Single image -
--dest [DEST]
(optional): Specify your destination folder. If not specified, it will be saved in current directory.--type [TYPE]
: Choose betweenrgba
,map
green
,blur
,overlay
, and another image file.rgba
will generate RGBA output regarding saliency score as an alpha map. Note that this will not work for video input.map
will output saliency map only.green
will change the background with green screen.blur
will blur the background.overlay
will cover the salient object with translucent green color, and highlight the edges.- Another image file (e.g.,
backgroud.png
) will be used as a background, and the object will be overlapped on it.
:crystal_ball: Python API
- Usage Example
from PIL import Image
from transparent_background import Remover
remover = Remover()
img = Image.open('samples/aeroplane.jpg')
# default setting - transparent background
out = remover.process(img)
Image.fromarray(out).save('samples/aeroplane_rgba.png')
# object map only
out = remover.process(img, type='map')
Image.fromarray(out).save('samples/aeroplane_map.png')
# image matting - green screen
out = remover.process(img, type='green')
Image.fromarray(out).save('samples/aeroplane_green.png')
# blur background
out = remover.process(img, type='blur')
Image.fromarray(out).save('samples/aeroplane_blur.png')
# overlay object map onto the image
out = remover.process(img, type='overlay')
Image.fromarray(out).save('samples/aeroplane_overlay.png')
# use another image as a background
out = remover.process(img, type='samples/sheep.jpg')
Image.fromarray(out).save('samples/aeroplane_png.png')
:outbox_tray: Uninstall
pip uninstall transparent-background
:page_facing_up: Licence
See LICENCE for more details.
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