Trouble Shooting

A.Affine not working

• Problem: AttributeError: module 'albumentations' has no attribute 'Affine'

• Solution:

  pip uninstall albumentations
  pip install -U git+https://github.com/albumentations-team/albumentations
  

libmagic installation failed

• Problem: ImportError: failed to find libmagic. Check your installation

• Solution:

  conda install -c conda-forge python-magic
  

  Or if you aren’t using conda:

  sudo apt-get install python3-magic
  

• Check detail: https://github.com/facebookresearch/AugLy#installation

MagickWand library not found

• Problem: ImportError: MagickWand shared library not found. You probably had not installed ImageMagick library.

• Solution: Install ImageMagick

  conda install -c conda-forge/label/cf202003 imagemagick
  

  Otherwise,

  Linux:

  sudo apt-get install libmagickwand-dev
  

  Mac:

  brew reinstall freestyle
  brew reinstall imagemagick
  

• Check detail: https://docs.wand-py.org/en/latest/guide/install.html#install-imagemagick-on-windows

torchvision version to old

• Problem: AttributeError: module 'torchvision.transforms.functional' has no attribute 'InterpolationMode'

• Solution: Upgrade torchvision

  pip install --upgrade torchvision
  

Problem not solved: prune

• Problem: other problem still not solved

• beacon_aug support optional backend library. So the backend library will not be available unless the dependency is installed

• You can simply remove the library dependency that your don’t need, check source: https://github.com/adobe-research/beacon-aug/blob/main/beacon_aug/generator/__init__.py

• Solution1 :

  pip uninstall wand   # if no need to use `imagenet_c` backend library
  pip uninstall mmcv   # if no need to use `mmcv` backend library
  pip uninstall augly   # if no need to use `augly` backend library
  pip uninstall kornia   # if no need to use `kornia` backend library
  

• Solution2 :

  • e.g. reinstall beacon-aug by replacing requirements.txt with requirements_prune.txt in a new virtual environment