Library failed to import with opencv 4.5.5

[leo2tigers]

🐛 Bug

When using opencv (opencv-python-headless) 4.5.5, the library failed to be imported

To Reproduce

Steps to reproduce the behavior:

1. pip install --upgrade opencv_python_headless
2. import albumentations as A

Stack traces are as below

ImportError                               Traceback (most recent call last)

<ipython-input-1-f29cfa920b9e> in <module>()
      8 from tensorflow.keras import backend as K
      9 from functools import partial
---> 10 import albumentations as A
     11 from albumentations import Compose, RandomBrightness, RandomContrast, Rotate, GaussNoise
     12 

/usr/local/lib/python3.7/dist-packages/albumentations/__init__.py in <module>()
      3 __version__ = "1.1.0"
      4 
----> 5 from .core.composition import *
      6 from .core.transforms_interface import *
      7 from .core.serialization import *

/usr/local/lib/python3.7/dist-packages/albumentations/core/composition.py in <module>()
      6 import numpy as np
      7 
----> 8 from albumentations.augmentations.keypoints_utils import KeypointsProcessor
      9 from albumentations.core.serialization import SerializableMeta, get_shortest_class_fullname
     10 from albumentations.core.six import add_metaclass

/usr/local/lib/python3.7/dist-packages/albumentations/augmentations/__init__.py in <module>()
      2 from .keypoints_utils import *
      3 from .bbox_utils import *
----> 4 from .functional import *
      5 from .transforms import *
      6 

/usr/local/lib/python3.7/dist-packages/albumentations/augmentations/functional.py in <module>()
      5 from warnings import warn
      6 from itertools import product
----> 7 import cv2
      8 import numpy as np
      9 import skimage

/usr/local/lib/python3.7/dist-packages/google/colab/_import_hooks/_cv2.py in load_module(self, name)
     79 
     80     module_info = imp.find_module(name, self.path)
---> 81     cv_module = imp.load_module(name, *module_info)
     82 
     83     if not previously_loaded:

/usr/lib/python3.7/imp.py in load_module(name, file, filename, details)
    242             return load_dynamic(name, filename, file)
    243     elif type_ == PKG_DIRECTORY:
--> 244         return load_package(name, filename)
    245     elif type_ == C_BUILTIN:
    246         return init_builtin(name)

/usr/lib/python3.7/imp.py in load_package(name, path)
    214         return _exec(spec, sys.modules[name])
    215     else:
--> 216         return _load(spec)
    217 
    218 

/usr/local/lib/python3.7/dist-packages/cv2/__init__.py in <module>()
      7 
      8 from .cv2 import *
----> 9 from .cv2 import _registerMatType
     10 from . import mat_wrapper
     11 from . import gapi

ImportError: cannot import name '_registerMatType' from 'cv2.cv2' (/usr/local/lib/python3.7/dist-packages/cv2/cv2.cpython-37m-x86_64-linux-gnu.so)

Expected behavior

The library could be loaded and used normally

Environment

• Albumentations version (e.g., 0.1.8): 1.1.0
• Python version (e.g., 3.7): 3.7
• OS (e.g., Linux): Linux on Google Colab
• How you installed albumentations (conda, pip, source): pip
• Any other relevant information: opencv-python-headless v4.5.5.62

Additional context

The problem doesn't occur if using opencv 4.5.4 or below (I've tested with all opencv version from 4.4.0 and only found 4.5.5 (which was released around 5 hours ago as of this writing) to be problematic.)

[BloodAxe]

Could you just import cv2 in Colab using v4.5.5.62 and get success call on, say, cv2.getBuildInformation() ? This issue does not seem to be related to Albumentations package itself, but rather to OpenCV.

[leo2tigers]

I've tried importing cv2 v4.5.5.62 and trying cv2.getBuildInformation() and both appear to be successful.

[Dipet]

Correct package name is opencv-python not opencv

[Dipet]

Try these commands:

pip uninstall opencv
pip install --upgrade opencv-python

[leo2tigers]

Correct package name is opencv-python not opencv

Sorry, seems like it's a typo, the package I'm referencing should be opencv-python-headless, not opencv (according to albumentations pip installation logging)

For uninstalling and then reinstall method, I've tried but it doesn't help.

[alexheat]

I found the solution in this stack overflow thread https://stackoverflow.com/questions/70537488/cannot-import-name-registermattype-from-cv2-cv2.

%pip uninstall opencv-python-headless
%pip install opencv-python-headless==4.1.2.30

Note that Colab version of the notebook here is currently broken because of this https://colab.research.google.com/github/albumentations-team/albumentations_examples/blob/colab/example_bboxes.ipynb