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v0.6.0
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teowu committed Feb 17, 2022
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Expand Up @@ -4,10 +4,25 @@ Version: 0.6.0

The official open source training and inference code for future paper 'FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling'\[[Arxiv Edition](NA)\].

Fragment:

![Frag](./demo_fragments_with_originals/238_38.24_720p/fr0.jpg)
![Frag](./demo_fragments_with_originals/25_74.54_1080p/fr0.jpg)

Original Frame:

![Video](./demo_fragments_with_originals/238_38.24_720p/vr0.jpg)
![Video](./demo_fragments_with_originals/25_74.54_1080p/vr0.jpg)

See [demo_fragments_with_originals](./demo_fragments_with_originals) for live fragments.



## Results

We reach SOTA performance with 210x reduced FLOPs. We also refresh the SOTA on multiple databases by a very large margin.
We reach SOTA performance with 210x reduced FLOPs.

We also refresh the SOTA on multiple databases by a very large margin.

![GFLOPs-performance](./demos/Results.png)

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