Metric: deepIQA Full-Reference and N-Reference model

photosynthesis-team / piq

Measures and metrics for image2image tasks. PyTorch.

Apache License 2.0

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Metric: deepIQA Full-Reference and N-Reference model #222

Open zakajd opened 3 years ago

zakajd commented 3 years ago

Is your feature request related to a problem? Please describe. According to 2019 paper it's among best performing metrics for No-Reference IQA Let's add it to the library

Describe the solution you'd like Original Python code (Chainer framework 😞 ): https://github.com/dmaniry/deepIQA PyTorch port with some bugs : https://github.com/winlaic/deepIQA_torch

Link to the paper: http://arxiv.org/abs/1612.01697

VladL12 commented 3 years ago

I took this issue

HoseinAkbarzadeh commented 7 months ago

Hi @zakajd, I know it's been a long time and I was wondering what happened to this feature? Do you still need this model to be added to PIQ ? I was working on a PyTorch implementation (PyTorch deepIQA) and I was wondering if I could work on this to add it to your package ?