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Release of full evaluation artifact

Open kshxtij opened this issue 11 months ago • 2 comments

Would it be possible for the full training code including the loss functions to be made public, alongside some of the evaluation code used to generate the plots in section 7.1 and 7.4.

kshxtij avatar Jan 17 '25 12:01 kshxtij

I would love to either pre train or enhance geo-clip for satellite data and would be also keen for the training code.

chris-aeviator avatar Jan 19 '25 10:01 chris-aeviator

The training code works, but you need some modifications first, and the loss function is correct, tho it looks weird at first. The provided training code gets decent results. You'll need to add your own pipeline to pre-compute embeddings though, and make efficiency improvements. Also Siglip has better performance than Clip

Larry-Gan avatar Jan 30 '25 23:01 Larry-Gan