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VQAssessment / FAST-VQA-and-FasterVQA

[ECCV2022, TPAMI2023] FAST-VQA, and its extended version FasterVQA.
https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1225_ECCV_2022_paper.php
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consider only one clip for training #6

Closed LahiruJayasinghe closed 2 years ago

LahiruJayasinghe commented 2 years ago

https://github.com/TimothyHTimothy/FAST-VQA/blob/2b579bd10daa903e0670023938bf530c9e797c26/train.py#L84

Hi @TimothyHTimothy May I know why you consider only one clip for training, thanks!

teowu commented 2 years ago

This is to align with the original Swin-Transformer's (also same as ResNet-I3D) training pipeline on how to temporally sample frames (actually, you can read the SampleFrames which are borrowed from mmaction), as we mostly focus on spatial sampling in this paper.