georgeemr / Background-removal

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Bakcground Removal

Requirements

GPU memory >= 11GB for inference on Adobe Composition-1K testing set, more generally for resolutions above 1920x1080.

Packages:

  • torch >= 1.4
  • numpy
  • opencv-python

Additional Packages for jupyter notebook

  • matplotlib

Prediction

There is a script inference.py which gives the background subtracted from the provided image

Citation

Original github repository of FBA_matting : link

@article{forte2020fbamatting,
  title   = {F, B, Alpha Matting},
  author  = {Marco Forte and François Pitié},
  journal = {CoRR},
  volume  = {abs/2003.07711},
  year    = {2020},
}

About

License:MIT License


Languages

Language:Python 94.3%Language:Jupyter Notebook 5.7%