I'm Building LLM for Satellite Data EarthGPT.app
earthgpt.app
I'm Building LLM for Satellite Data EarthGPT.app
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Re: I'm Building LLM for Satellite Data EarthGPT.app
#2After spending years building remote sensing analysis products I decided it's time to bring LLMs in the mix and let them see the imagery along with context of spectral bands to do the heavy lifting!
Re: I'm Building LLM for Satellite Data EarthGPT.app
#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...
Re: I'm Building LLM for Satellite Data EarthGPT.app
#4First of all: love the idea, a plug for geobase! But I wanted to see what I can do and check the mining pollution example, but can't, even with being signed up. How about showing more predefined examples to check out?
Re: I'm Building LLM for Satellite Data EarthGPT.app
#5I great idea indeed
Re: I'm Building LLM for Satellite Data EarthGPT.app
#6[deleted]
Re: I'm Building LLM for Satellite Data EarthGPT.app
#7> - 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...
Thanks for the feedback! Yep you are right - actually in the intro video[1] i talk about hallucinations too, as we are very alpha. The good thing is there's a panel on the right that lets you overwrite the AI's selection or you can even ask the LLM to change it. I've update the params manually so if you go to the demo now you will see another color map - Virids :-)
[1] https://www.youtube.com/watch?v=ikEDbnUVfYQ
Re: I'm Building LLM for Satellite Data EarthGPT.app
#8First of all: love the idea, a plug for geobase! But I wanted to see what I can do and check the mining pollution example, but can't, even with being signed up. How about showing more predefined examples to check out?
Thanks mate! Yes we are working now with remote sensing people to have more targeted end-to-end use cases. So flooding is one another would be environmental impact of mining. Can you email me on hi@earthgpt.app would love to incorporate more feedback
Re: I'm Building LLM for Satellite Data EarthGPT.app
#9Reminds me a little bit of another paper I read that used an LLM to generate google earth engine code and make similar natural language queries : https://satgpt.net/
Re: I'm Building LLM for Satellite Data EarthGPT.app
#10What does this use LLM to do that one couldn’t do or would be harder without the LLM?