zwx8981 / PerceptualAttack_BIQA

[NeurIPS2022] Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop

PerceptualAttack_BIQA

Official repo of 《Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop》(NeurIPS 2022).

Requirement

pip install IQA_pytorch

pip install dists-pytorch

PyTorch >= 1.8.0

Usage:

python perceptual_attack_clean.py

Some code are modified from https://github.com/photosynthesis-team/piq.

UNIQUE weights, download and rename it to UNIQUE.pt

Google: https://drive.google.com/file/d/18oPH4lALm8mSdZh3fWK97MVq9w3BbEua/view?usp=sharing

Baidu: https://pan.baidu.com/s/1KKncQIoQcbxj7fQlSKUBIQ code：yyev

CORNIA weights, download and unzip

https://drive.google.com/file/d/1yngG6X-woK7gbQLwvCA-6MXzkn3KYrDg/view?usp=sharing

Initial release, more will be added.