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ashwinvaswani avatar ashwinvaswani commented on June 12, 2024

Can also look at this: https://github.com/immuno121/Automatic-highlight-generation-from-Sports-Videos

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veds12 avatar veds12 commented on June 12, 2024

I would like to take this up

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veds12 avatar veds12 commented on June 12, 2024

The model in the link you provided does not incorporate audio information so might not be the best suitable approach. I found a paper which suggests the use of semantic concept mining and incrporates both audio and visual data:

sci-hub.tw/10.1007/s11042-009-0337-1

Can you take a look at this and see if we can use this

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Rijul1999 avatar Rijul1999 commented on June 12, 2024

Yeah we can definitely use that imo, looks like really good work. However implementing the network might be difficult if we start from that. I think we should first build something simple, like in this article https://www.analyticsvidhya.com/blog/2019/09/guide-automatic-highlight-generation-python-without-machine-learning/, and then slowly improve it to the network in the paper. Once we have something of a base which works, imo it will be easier for us to improve on it later on.

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veds12 avatar veds12 commented on June 12, 2024

Ya makes sense. I'll start implementing what's given in the link

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veds12 avatar veds12 commented on June 12, 2024

I have implemented this. Should I open a PR if this approach is going to be incorporated in the library?

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ashwinvaswani avatar ashwinvaswani commented on June 12, 2024

Yes put up a PR

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veds12 avatar veds12 commented on June 12, 2024

Is there any need for enhancement right now or can the issue be closed?

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Rijul1999 avatar Rijul1999 commented on June 12, 2024

I think let's keep it open for now. We are aiming to add the enhancements ultimately after all.

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ashwinvaswani avatar ashwinvaswani commented on June 12, 2024

@Rijul1999 Basic implementation is done. Check on additional work in this

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