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I try to train TOPIQ by your functionality on slightly updated Koniq10k (i added some distortions and recalculate labels):
- yml was updated with new paths to dataset
- train was completed, net_best…
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### Some reference to the engine, such as the developer site or a wikipedia article.
Run on javaScript, all online. Now company closure, server shutdown, game can't play, steam downgrade.
be det…
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## タイトル: LAR-IQA: 軽くて正確、そして堅牢な無参照画像品質評価モデル。
## リンク: https://arxiv.org/abs/2408.17057
## 概要:
深層学習を用いたノーリファレンス画像品質評価 (NR-IQA) の分野における近年の進歩により、複数のオープンソースデータセットにおいて高い性能が実証されています。しかし、そのようなモデルは一般的に非常に大き…
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I found this weird behavior in LIQE and LIQE-mix (did not test other metrics, so it could be present elsewhere as well):
```
import torch
import pyiqa
import matplotlib.cbook as cbook
import ma…
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This is a big headache for packaging jpeg-archive unless it has changes that cannot be merged upstream
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Hi, I appreciate your repos. I've been using clip-iqa model in your repo for studying purpose.
It worked well on single-gpu setting when I follow your simple training scripts.
I want to use distri…
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I have just installed IQA-PyTorch on my M2 Mac mini and subjectively it seems to run quite slowly.
On examining your code I note that there are no device specification for "mps".
Before I launch an…
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Hello, great work! I am trying to perform Full Training from Start, but I am running out of GPU memory. How much GPU resources are needed for training?
The repository states: At least 4*A6000 GPUs …
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**Describe the bug**
When defining a value for `repetition_penalty` & fine-tuning the model, predictions fail with the following error:
```
Prediction: 0%| …
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Hi, if i want load weight by path
i load weight from https://github.com/chaofengc/IQA-PyTorch/releases/tag/v0.1-weights
```python
pyiqa.create_metric('musiq-ava').net.load_state_dict(torch.load('/U…