Release v0.1.15 Release Notes · chaofengc/IQA-PyTorch

📢 Major Changes

Add afine metric proposed in AFINE for No-Reference image quality assessment. Thanks to Du CHEN for their great work 🤗, refer to their official paper for more details.
Add sfid, a commonly used spatial FID metric for evaluating generative models.
Add maclip metric proposed in MACLIP, introducing magnitude in IQA. Thanks to zhicheng for their contribution 🤗.
Add dmm (paper), a Full-Reference IQA method using SVD-based debiased mapping to mitigate perception bias. Thanks to baoliang for their great work 🤗.

Bundled the full Q-Align (qalign) architecture (Llama2 + mPLUG-Owl2 model implementations) directly into the package, reducing external dependencies and improving reliability. 9b94a86
Improve qalign compatibility with latest transformers. 83e54b7
Fixed compare2score inference results with a dedicated mPLUG-Owl2 model variant. 79b3434
Enhanced QAlign class with improved image processing and more robust error handling. 317888e
Add score direction information (lower_better / higher_better) to all model cards. 4fd66f3

Fix brisque metric when loading from local model weights. 6edfb07
Fix GFIQA dataset path (GFIQA → GFIQA-20k). 39c89a6
Fix spatial features used in sfid. 9b040e4
Remove random permutation in inception_score to keep consistent and reproducible results. 812fc93
Fix accelerate version constraint in requirements for compatibility. fe508fe

Migrate from setup.py + setup.cfg + MANIFEST.in to modern Python packaging with pyproject.toml and setuptools-scm for dynamic versioning. 2f246e5
Add uv installation option for significantly faster dependency resolution:
```
pip install uv
uv pip install pyiqa
```

Remove unused icecream debug imports from multiple modules. b8e336c
Remove class_mapping.json and simplify architecture registration in __init__.py. 317888e
Clean up unused code and comments in mPLUG-Owl2 model classes. 317888e
Improve pyiqa command line argument descriptions for better usability. 317888e

Thank you to the contributors who made this release possible:

📝 For complete details, see the Full Changelog