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Joseph [open/acc] Pollack PRO
Tonic
AI & ML interests
🤖Making robots to help people learn things quicker 👩🏻🚀🚀
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repliedto their post 1 day ago
🙋🏻♂️ Hey there folks ,
Turns out : if we predict 🌏 earth we can save a lot of time looking for interesting things and less time looking at things that we expect to see.
Sentinel-2 imagery 🛰️basically takes a long time to download towards earth. so our "near real time" systems are quite far from that in practical terms.
meanwhile , if we "predict" what we will see , based on what we do see , we can send down much less data in a timely way , and prioritize 📡earth-bound response .
I'm talking about illegal fishing , logging , mining or building in nature reserves , the more of that we predict early the more we're able to stop it on time.
At least that's the concept !
check out the blog : https://huggingface.co/blog/Tonic/save-patagonia-by-predicting-earth
- Collection: https://huggingface.co/collections/NuTonic/earth-observation-with-temporal-and-general-understanding
- Code: https://github.com/Josephrp/Nutonic
- Dataset: https://huggingface.co/datasets/NuTonic/sat-vl-sft-training-ready-v1
- Model: https://huggingface.co/NuTonic/lspace
- Training: https://huggingface.co/spaces/NuTonic/lspace-trackio
- Evals: https://huggingface.co/datasets/NuTonic/Patagonia_Eval liked a dataset 1 day ago
fpvlabs/stera-10m posted an update 4 days ago
🙋🏻♂️ Hey there folks ,
Turns out : if we predict 🌏 earth we can save a lot of time looking for interesting things and less time looking at things that we expect to see.
Sentinel-2 imagery 🛰️basically takes a long time to download towards earth. so our "near real time" systems are quite far from that in practical terms.
meanwhile , if we "predict" what we will see , based on what we do see , we can send down much less data in a timely way , and prioritize 📡earth-bound response .
I'm talking about illegal fishing , logging , mining or building in nature reserves , the more of that we predict early the more we're able to stop it on time.
At least that's the concept !
check out the blog : https://huggingface.co/blog/Tonic/save-patagonia-by-predicting-earth
- Collection: https://huggingface.co/collections/NuTonic/earth-observation-with-temporal-and-general-understanding
- Code: https://github.com/Josephrp/Nutonic
- Dataset: https://huggingface.co/datasets/NuTonic/sat-vl-sft-training-ready-v1
- Model: https://huggingface.co/NuTonic/lspace
- Training: https://huggingface.co/spaces/NuTonic/lspace-trackio
- Evals: https://huggingface.co/datasets/NuTonic/Patagonia_EvalOrganizations
