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multiple requirements errors

@MateuszKozlowski1124 ,

I had multiple requirements errors while trying to install dependencies.

Steps to reproduce the issue:

download the repository
create virtual environment
try installing requirements in the virtual environment: pip install -r requirements.txt

I can create a pull request with a fix.

Errors included, but were not limited to:

tensorflow error

ERROR: Could not find a version that satisfies the requirement tensorflow==2.3.1 (from versions: 2.5.0rc0, 2.5.0rc1, 2.5.0rc2, 2.5.0rc3, 2.5.0)
ERROR: No matching distribution found for tensorflow==2.3.1

numpy error

ERROR: Cannot install -r requirements.txt (line 12), -r requirements.txt (line 14), -r requirements.txt (line 15), -r requirements.txt (line 18), -r requirements.txt (line 21) and numpy==1.18.5 because these package versions have conflicting dependencies.

The conflict is caused by:
    The user requested numpy==1.18.5
    h5py 2.10.0 depends on numpy>=1.7
    keras 2.4.3 depends on numpy>=1.9.1
    keras-preprocessing 1.1.2 depends on numpy>=1.9.1
    matplotlib 3.3.3 depends on numpy>=1.15
    opencv-python 4.4.0.46 depends on numpy>=1.19.3

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/user_guide/#fixing-conflicting-dependencies

tensorboard

ERROR: Cannot install -r requirements.txt (line 37) and tensorboard==2.4.0 because these package versions have conflicting dependencies.

The conflict is caused by:
    The user requested tensorboard==2.4.0
    tensorflow 2.5.0 depends on tensorboard~=2.5

To fix this you could try to:
1. loosen the range of package versions you've specified
2. remove package versions to allow pip attempt to solve the dependency conflict

ERROR: ResolutionImpossible: for help visit https://pip.pypa.io/en/latest/user_guide/#fixing-conflicting-dependencies

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