After 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!
notachatbot123•7mo ago
> - The "turbo" colormap which provides good visualization of the variations in water turbidity
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
bcraven•7mo ago
Turbo was designed to mitgate those issues, was it not?
notachatbot123•7mo ago
you are right, sorry for being color blind there
sabman•7mo ago
oh yea! I rainbow is the the one we wanna avoid.
RamblingCTO•7mo ago
First 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?
sabman•7mo ago
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
mahmed315•7mo ago
I great idea indeed
jesterx•7mo ago
Reminds 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/
rubyfan•7mo ago
What does this use LLM to do that one couldn’t do or would be harder without the LLM?
sabman•7mo ago
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.
joshvm•7mo ago
The domain is getting pretty big. There is an obligatory awesome list which includes general foundation models as well as LLM integrations:
sabman•7mo ago