Closed yur1xpp closed 2 years ago
Hi @yur1xpp
I hope that helps!
Thanks very much for those useful details & suggestions Silvio!
1-2. It looks like FCL does indeed required a lot of memory, best strategy for me is probably PCA it seems. 3-4. That's a good idea! I should open an issue on their repo and see how it goes. I was trying to extract my own feature using their technique but the details on their paper is quite vague.
Thanks again for the help!
I found a closed issue on their repo, it might have answered some of the questions, but looks like they're not planning on releasing the code publicly (at least from a comment dated a year ago), unfortunately. https://github.com/baidu-research/vidpress-sports/issues/4#issuecomment-941297411
That's a pity, but I am sure fine-tuning even simple encoders like ResNET or an MViT using a similar trick would lead to very similar boost in performances. If you have reproducible code that train a better encoder, I would be happy to advertise it on our soccer-net github repos and websites, as it could very useful for future development.
Hi Silvio, I have some questions about the baidu emdeddings, I wonder if you have any information about them. I couldn't find any information regarding these questions from either of their github repo or the published paper:
Thanks!