beiluo97/ImageQualityAll

Common Image compression quality fid, kid, dists, lpips, iqt.

All in One

modify the "ori_path" and "exp_path" in config/config.py

python allinone.py

FID

how to use

python fid_score.py ../clic22val /root/workspace/ImageQuality/IQT-main/experiment_clic22val/elic_char2e6_lp06_styl5e1_gan1_face3e3_0016/815/ --device cuda --batch-size 1

KID

link

https://github.com/abdulfatir/gan-metrics-pytorch

how to use

python kid_score.py --true ../clic22val  --fake /root/workspace/ImageQuality/IQT-main/experiment_clic22val/elic_char2e6_lp06_styl5e1_gan1_face3e3_0016/815/ --batch-size 1

LPIPS

link

how to use

python lpips_score.py

DISTS

link

https://github.com/dingkeyan93/DISTS

how to use

python DISTS_pt.py --ref /root/workspace/ImageQuality/kodak/ --dist /root/workspace/ImageQuality/IQT-main/experiment/elic_char2e6_lp1_sty1e2_gan1_0016/900/ --exp elic_char2e6_lp1_sty1e2_gan1_0016

IQT

link

https://github.com/anse3832/IQT

how to use

python iqt_test.py