A command line tool to remove background from video and image, brought to you by BackgroundRemover.app which is an app made by nadermx powered by this tool
-
python 3.6 (only one tested so far but may work for < 3.6)
-
python3.6-dev
-
torch and torchvision stable version (https://pytorch.org)
-
ffmpeg 4.4+
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
sudo apt install ffmpeg python3.6-dev
To install torch:
pip install --upgrade pip
pip install torch==1.7.1+cpu torchvision==0.8.2+cpu -f https://download.pytorch.org/whl/torch_stable.html
To Install backgroundremover, install it from pypi
pip install backgroundremoverRemove the background from a local file image
backgroundremover -i "/path/to/image.jpeg" -o "output.png"Sometimes it is possible to achieve better results by turning on alpha matting. Example:
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
backgroundremover -i "/path/to/image.jpeg" -m "u2net_human_seg" -o "output.png"backgroundremover -i "/path/to/video.mp4" -tv -o "output.mov"backgroundremover -i "/path/to/video.mp4" -tov -tv "/path/to/videtobeoverlayed.mp4" -o "output.mov"backgroundremover -i "/path/to/video.mp4" -tg -o "output.gif"Make a matte file for premier
backgroundremover -i "/path/to/video.mp4" -mk -o "output.matte.mp4"Change the framerate of the video (default is set to 30)
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)
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)
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
backgroundremover -i "/path/to/video.mp4" -m "u2net_human_seg"-tv -o "output.mov"- convert logic from video to image to utilize more GPU on image removal
- remove duplicate imports from image and video of u2net models
- clean up documentation a bit more
- add ability to adjust and give feedback images or videos to datasets
- other
Accepted
Give a link to our project BackgroundRemover.app or this git, telling people that you like it or use it.
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.
- 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
- Copyright (c) 2021-present Johnathan Nader
- Copyright (c) 2020-present Lucas Nestler
- Copyright (c) 2020-present Dr. Tim Scarfe
- Copyright (c) 2020-present Daniel Gatis
Licensed under MIT License