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I'm Building LLM for Satellite Data EarthGPT.app

earthgpt.app

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Re: I'm Building LLM for Satellite Data EarthGPT.app

#12

Post by sabman »

rubyfan wrote: post #10

What does this use LLM to do that one couldn’t do or would be harder without the LLM?

If you have never done a graduate course in Satellite Remote Sensing there are a lot of techniques that you use on satellite imagery that the LLM guides you through without knowing it upfront. Additionally having a way to have the imagery loaded with the LLM in a single interface and apply the LLMs suggestions isn't a trivial engineering problem. We have done that too.

Re: I'm Building LLM for Satellite Data EarthGPT.app

#13

Post by sabman »

joshvm wrote: post #11

The domain is getting pretty big. There is an obligatory awesome list which includes general foundation models as well as LLM integrations: https://github.com/Jack-bo1220/Awesome-Remote-Sensing-Founda...

yep and https://github.com/geoaigroup/awesome-vision-language-models...

Re: I'm Building LLM for Satellite Data EarthGPT.app

#14

Post by bcraven »

notachatbot123 wrote: post #3

> - The "turbo" colormap which provides good visualization of the variations in water turbidity Your LLM might want to consider decades of color science and not do that. E.g. the canonical https://web.archive.org/web/20001119231700/https://www.resea...

Turbo was designed to mitgate those issues, was it not?

Re: I'm Building LLM for Satellite Data EarthGPT.app

#17

Post by sabman »

goroutines wrote: post #16
goroutines wrote: post #15

love this -- feels like Planet/Descartes/etc should be on this same path!

apologies if i missed the feature, but it would be really cool to "set a callback function" to react to changes between refreshed data in a boundary.

Thanks! going in the roadmap

Re: I'm Building LLM for Satellite Data EarthGPT.app

#19

Post by notachatbot123 »

bcraven wrote: post #14
notachatbot123 wrote: post #3

> - The "turbo" colormap which provides good visualization of the variations in water turbidity Your LLM might want to consider decades of color science and not do that. E.g. the canonical https://web.archive.org/web/20001119231700/https://www.resea...

Turbo was designed to mitgate those issues, was it not?

you are right, sorry for being color blind there
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