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backgroundremover-0.1.9
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تبلیغات ما
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مشاهده بیشترتوضیحات
Background remover from image and video
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | backgroundremover-0.1.9 |
| نام | backgroundremover |
| نسخه کتابخانه | 0.1.9 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Johnathan Nader |
| ایمیل نویسنده | john@nader.mx |
| آدرس صفحه اصلی | https://github.com/nadermx/backgroundremover |
| آدرس اینترنتی | https://pypi.org/project/backgroundremover/ |
| مجوز | - |
# BackgroundRemover
BackgroundRemover is a command line tool to remove background from [video](https://backgroundremover.app/video)
and [image](https://backgroundremover.app/image), brought to you
by [https://BackgroundRemover.app](https://backgroundremover.app) which is an app made by [nadermx](https://john.nader.mx) powered by this tool
<img alt="background remover image" src="https://backgroundremover.app/static/backgroundremoverexample.png" height="200" />
<img alt="background remover video" src="/examplegif/backgroundremoverprocessed.gif" height="200" />
### Requirements
* python <= 3.6
* python3.6-dev #or what ever version of python you using
* torch and torchvision stable version (https://pytorch.org)
* ffmpeg 4.4+
#### How to install torch and fmpeg
Go to https://pytorch.org and scroll down to `INSTALL PYTORCH` section and follow the instructions.
For example:
```
PyTorch Build: Stable (1.7.1)
Your OS: Windows
Package: Pip
Language: Python
CUDA: None
```
To install ffmpeg and python-dev
```
sudo apt install ffmpeg python3.6-dev
```
### Installation
To Install backgroundremover, install it from pypi
```bash
pip install --upgrade pip
pip install backgroundremover
```
# Usage as a cli
## Image
Remove the background from a local file image
```bash
backgroundremover -i "/path/to/image.jpeg" -o "output.png"
```
### Advance usage for image background removal
Sometimes it is possible to achieve better results by turning on alpha matting. Example:
```bash
backgroundremover -i "/path/to/image.jpeg" a -ae 15 -o "output.png"
```
change the model for diferent background removal methods between `u2netp`, `u2net`, or `u2net_human_seg`
```bash
backgroundremover -i "/path/to/image.jpeg" -m "u2net_human_seg" -o "output.png"
```
## Video
### remove background from video and make transparent mov
```bash
backgroundremover -i "/path/to/video.mp4" -tv -o "output.mov"
```
### remove background from local video and overlay it over other video
```bash
backgroundremover -i "/path/to/video.mp4" -tov -tv "/path/to/videtobeoverlayed.mp4" -o "output.mov"
```
### remove background from video and make transparent gif
```bash
backgroundremover -i "/path/to/video.mp4" -tg -o "output.gif"
```
### Make matte key file (green screen overlay)
Make a matte file for premier
```bash
backgroundremover -i "/path/to/video.mp4" -mk -o "output.matte.mp4"
```
### Advance usage for video
Change the framerate of the video (default is set to 30)
```bash
backgroundremover -i "/path/to/video.mp4" -fr 30 -tv -o "output.mov"
```
Change the gpu batch size of the video (default is set to 1)
```bash
backgroundremover -i "/path/to/video.mp4" -gp 4 -tv -o "output.mov"
```
Change the number of workers working on video (default is set to 1)
```bash
backgroundremover -i "/path/to/video.mp4" -wn 4 -tv -o "output.mov"
```
change the model for diferent background removal methods between `u2netp`, `u2net`, or `u2net_human_seg`
```bash
backgroundremover -i "/path/to/video.mp4" -m "u2net_human_seg"-tv -o "output.mov"
```
## Todo
- convert logic from video to image to utilize more GPU on image removal
- clean up documentation a bit more
- add ability to adjust and give feedback images or videos to datasets
- other
### Pull requests
Accepted
### If you like this library
Give a link to our project [BackgroundRemover.app](https://backgroundremover.app) or this git, telling people that you like it or use it.
### Reason for project
We made it our own package after merging together parts of others, adding in a few features of our own via posting parts as bounty questions on superuser, etc. As well as asked on hackernews earlier to open source the image part, so decided to add in video, and a bit more.
### References
- https://arxiv.org/pdf/2005.09007.pdf
- https://github.com/NathanUA/U-2-Net
- https://github.com/pymatting/pymatting
- https://github.com/danielgatis/rembg
- https://github.com/ecsplendid/rembg-greenscreen
- https://superuser.com/questions/1647590/have-ffmpeg-merge-a-matte-key-file-over-the-normal-video-file-removing-the-backg
- https://superuser.com/questions/1648680/ffmpeg-alphamerge-two-videos-into-a-gif-with-transparent-background/1649339?noredirect=1#comment2522687_1649339
- https://superuser.com/questions/1649817/ffmpeg-overlay-a-video-after-alphamerging-two-others/1649856#1649856
### License
- Copyright (c) 2021-present [Johnathan Nader](https://github.com/nadermx)
- Copyright (c) 2020-present [Lucas Nestler](https://github.com/ClashLuke)
- Copyright (c) 2020-present [Dr. Tim Scarfe](https://github.com/ecsplendid)
- Copyright (c) 2020-present [Daniel Gatis](https://github.com/danielgatis)
Licensed under [MIT License](./LICENSE.txt)
زبان مورد نیاز
| مقدار | نام |
|---|---|
| >=3.6, <4 | Python |
نحوه نصب
نصب پکیج whl backgroundremover-0.1.9:
pip install backgroundremover-0.1.9.whl
نصب پکیج tar.gz backgroundremover-0.1.9:
pip install backgroundremover-0.1.9.tar.gz