numpy>=1.19
scipy>=1.5.1
scikit-learn>=0.22.0
scikit-image>=0.18.0
torch>=1.9.0
torchvision>=0.10.0
Pillow>=8.0.0
opencv-python>=4.5.0
pyod<3.0.0,>=1.1.0
joblib>=1.0.0
matplotlib>=3.3.0
numba>=0.51
tqdm>=4.0.0

[all]
pyimgano[backends,dev,diffusion,docs,viz]

[anomalib]
anomalib>=0.10.0

[backends]
pyimgano[anomalib,clip,faiss]

[clip]
open_clip_torch>=2.0.0

[dev]
pytest>=7.0.0
pytest-cov>=4.0.0
pytest-xdist>=3.0.0
black>=23.0.0
isort>=5.12.0
build>=1.2.0
twine>=6.0.0
flake8>=6.0.0
mypy>=1.0.0
pre-commit>=3.0.0

[diffusion]
diffusers>=0.21.0
transformers>=4.30.0
accelerate>=0.20.0

[docs]
sphinx>=5.0.0
sphinx-rtd-theme>=1.2.0
sphinxcontrib-napoleon>=0.7

[faiss]
faiss-cpu>=1.7.4

[mamba]
mamba-ssm>=2.0.0

[patchcore_inspection]

[viz]
seaborn>=0.11.0
