DSN-IQA
Source code for paper “Deep Superpixel-based Network for Blind Image Quality Assessment”
Requirements
- Python >=3.8.0
- Pytorch >=1.7.1
Usage with default setting
To train and test, directly use following code in 4 gpus situation:
CUDA_VISIBLE_DEVICES="0,1,2,3" python -m torch.distributed.launch --nproc_per_node 4 ddpWorker.py
Dataset
- Most of them can be directly gained from Google.
- For FLIVE, please visit here
Citation
To be continued…
Acknowledge
https://github.com/DensoITLab/ss-with-RIM
https://github.com/SSL92/hyperIQA
https://github.com/yichengsu/ICIP2020-WSP-IQA
