For those sticking around to the very end at 5.25pm ๐Ÿ˜‚ , I'll be presenting our team's work on Sentinel-1 SAR-based landslide change detection using self-supervised techniques! https://agu.confex.com/agu/fm22/meetingapp.cgi/Paper/1162298

P.S. We've open sourced our data pipeline and model code at https://gitlab.com/frontierdevelopmentlab/2022-us-sarchangedetection/deepslide

#AGU22 #SAR #SelfSupervised #DeepLearning #Sentinel1 #FrontierDevelopmentLab #FDL22 #SAR4ML #eochat

DeepSlide: Self-supervised learning on SAR data for change detection

In light of the upcoming NASA-ISRO NISAR satellite mission, which will further ...

AGU - Fall Meeting 2022

Morning: Will be at my poster from 9-12. Come ask me about geospatial machine learning, data pipelines and cloud-native geospatial! https://agu.confex.com/agu/fm22/meetingapp.cgi/Paper/1094759

Afternoon: Gonna check out the exhibit booths to see if I spot any Frontier Development Lab folks, and will be coding away at Pod 5 for the Earthdata login filesystem hackathon https://discourse.pangeo.io/t/cloud-computing-using-nasa-earthdata-with-earthdata-login/2434/1

#AGU22 #eochat #gischat #torchdata #zen3geo #edlfs #FDL22

H2OvalNet: Detecting Fairy Circles from Sentinel-2 Imagery in Australia

Fairy circles, or Carolina bays, are geological surface depressions with ovoida...

AGU - Fall Meeting 2022