• Stars
    star
    793
  • Rank 57,419 (Top 2 %)
  • Language
    Python
  • License
    MIT License
  • Created almost 6 years ago
  • Updated about 4 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

A Python API wrapper for removing background using remove.bg's API

remove-bg

A Python API wrapper for removing backgrounds from picture using remove.bg's API.

License

This code is licensed under the MIT License. See here for more details.

Installation

pip install removebg

Usage

remove_background_from_img_file

Removes the background given an image file.

Parameter Default Value Description
img_file_path req. param path to the source image file
size 'regular' size of the output image ('auto' = highest available resolution, 'preview'
type 'auto' foreground object ('auto' = autodetect, 'person', 'product', 'car')
type_level 'none' classification level of the foreground object ('none' = no classification, '1' = coarse classification (e.g. 'car'), '2' = specific classification (e.g. 'car_interior'), 'latest' = latest classification)
format 'auto' image format ('auto' = autodetect, 'png', 'jpg', 'zip')
roi '0 0 100% 100%' region of interest, where to look for foreground object (x1, y1, x2, y2) in px or relative (%)
crop None px or relative, single val = all sides, two vals = top/bottom, left/right, four vals = top, right, bottom, left
scale 'original' image scale relative to the total image size
position 'original' 'center', 'original', single val = horizontal and vertical, two vals = horizontal, vertical
channels 'rgba' request the finalized image ('rgba') or an alpha mask ('alpha')
shadow False whether to add an artificial shadow (some types aren't supported)
semitransparency True semitransparency for windows or glass objects (some types aren't supported)
bg None background (None = no background, path, url, color hex code (e.g. '81d4fa', 'fff'), color name (e.g. 'green'))
bg_type None background type (None = no background, 'path', 'url', 'color')
new_file_name 'no-bg.png' file name of the result image

Code Example:

from removebg import RemoveBg

rmbg = RemoveBg("YOUR-API-KEY", "error.log")
rmbg.remove_background_from_img_file("joker.jpg")

remove_background_from_img_url

Removes the background given an image URL.

Parameter Default Value Description
img_url req. param URL to the source image
size 'regular' size of the output image ('auto' = highest available resolution, 'preview'
type 'auto' foreground object ('auto' = autodetect, 'person', 'product', 'car')
type_level 'none' classification level of the foreground object ('none' = no classification, '1' = coarse classification (e.g. 'car'), '2' = specific classification (e.g. 'car_interior'), 'latest' = latest classification)
format 'auto' image format ('auto' = autodetect, 'png', 'jpg', 'zip')
roi '0 0 100% 100%' region of interest, where to look for foreground object (x1, y1, x2, y2) in px or relative (%)
crop None px or relative, single val = all sides, two vals = top/bottom, left/right, four vals = top, right, bottom, left
scale 'original' image scale relative to the total image size
position 'original' 'center', 'original', single val = horizontal and vertical, two vals = horizontal, vertical
channels 'rgba' request the finalized image ('rgba') or an alpha mask ('alpha')
shadow False whether to add an artificial shadow (some types aren't supported)
semitransparency True semitransparency for windows or glass objects (some types aren't supported)
bg None background (None = no background, path, url, color hex code (e.g. '81d4fa', 'fff'), color name (e.g. 'green'))
bg_type None background type (None = no background, 'path', 'url', 'color')
new_file_name 'no-bg.png' file name of the result image

Code Example:

from removebg import RemoveBg

rmbg = RemoveBg("YOUR-API-KEY", "error.log")
rmbg.remove_background_from_img_url("http://www.example.com/some_image.jpg")

remove_background_from_base64_img

Removes the background given a base64 image string.

Parameter Default Value Description
base64_img req. param base64 image string
size 'regular' size of the output image ('auto' = highest available resolution, 'preview'
type 'auto' foreground object ('auto' = autodetect, 'person', 'product', 'car')
type_level 'none' classification level of the foreground object ('none' = no classification, '1' = coarse classification (e.g. 'car'), '2' = specific classification (e.g. 'car_interior'), 'latest' = latest classification)
format 'auto' image format ('auto' = autodetect, 'png', 'jpg', 'zip')
roi '0 0 100% 100%' region of interest, where to look for foreground object (x1, y1, x2, y2) in px or relative (%)
crop None px or relative, single val = all sides, two vals = top/bottom, left/right, four vals = top, right, bottom, left
scale 'original' image scale relative to the total image size
position 'original' 'center', 'original', single val = horizontal and vertical, two vals = horizontal, vertical
channels 'rgba' request the finalized image ('rgba') or an alpha mask ('alpha')
shadow False whether to add an artificial shadow (some types aren't supported)
semitransparency True semitransparency for windows or glass objects (some types aren't supported)
bg None background (None = no background, path, url, color hex code (e.g. '81d4fa', 'fff'), color name (e.g. 'green'))
bg_type None background type (None = no background, 'path', 'url', 'color')
new_file_name 'no-bg.png' file name of the result image

Code Example:

from removebg import RemoveBg
import base64

rmbg = RemoveBg("YOUR-API-KEY", "error.log")
with open("joker.jpg", "rb") as image_file:
    encoded_string = base64.b64encode(image_file.read())
rmbg.remove_background_from_base64_img(encoded_string)

Contributions

Contributions and feature requests are always welcome.