iiinova — where your digital self keeps evolving

Joseph Kasprzyk @josephrobertbob.bsky.social · 15/12/2024

The master: Being in a calm flow state: #NoEgoHydrologist Bragging about always being that way: #EgoHydrologist

Joseph Kasprzyk @josephrobertbob.bsky.social · 13/12/2024

#AGU24 This afternoon see me at poster 1316: a multi objective test problem in Borg-RiverWare, with Edie Zagona, David Neumann, and Patrick Lynn from CADSWES

010

Joseph Kasprzyk @josephrobertbob.bsky.social · 12/12/2024

"I enjoy hearing everyone's ideas to learn more about my field" #NoEgoHydrologist

010

Joseph Kasprzyk @josephrobertbob.bsky.social · 12/12/2024

"the rational method got its name for a reason: it just makes sense" #NoEgoHydrologist

000

Joseph Kasprzyk @josephrobertbob.bsky.social · 12/12/2024

I recently told the true #AGU24 story about how I was worried about carrying the poster I made myself on my Frontier flight. My colleagues were shocked about this mundane behavior and it gave me the idea to start a #NoEgoHydrologist account. @mgooseff.bsky.social do you approve?

320

Joseph Kasprzyk @josephrobertbob.bsky.social · 12/12/2024

It's an initial attempt, and it was interesting for me to learn the tensorflow package (and run it myself!) CNN does a good job, but work needs to be done in matching the training protocol (every image one at a time) with the use case (finding evidence of flow over a long period of time).

001

Joseph Kasprzyk @josephrobertbob.bsky.social · 12/12/2024

In case you missed my #AGU24 Monday poster with @aditibhaskar.bsky.social and Jorge Santiago Ramírez Núñez, here it is! Using CNN image classification to predict flow presence and absence at West Stroh Gulch.

Deep Learning Flow Detection in Non-Perennial Streams. CNN does a good job in an initial test, but work needs to be done in matching the training protocol (every image one at a time) with the use case (finding evidence of flow over a long period of time).

111