@oceanmaps.bsky.social
I've been working with friends at @vliznews.bsky.social and South Africa's CSIR to build a set of open source software for ingesting, processing and building data products out of raw AIS data. I'd love to hear from other AIS data folk:
open-ais.org
open-ais.org
February 6, 2025 at 1:50 PM
I've been working with friends at @vliznews.bsky.social and South Africa's CSIR to build a set of open source software for ingesting, processing and building data products out of raw AIS data. I'd love to hear from other AIS data folk:
open-ais.org
open-ais.org
Vessel Classification from AIS data? Yeah!
I've been fiddling with LightGBM and OpenAIS to quickly classify ocean going vessels. Pretty good for fishing activity from "unknown" vessels and also highlights the shortcoming with normal AIS classes.
doi.org/10.1016/j.oc...
I've been fiddling with LightGBM and OpenAIS to quickly classify ocean going vessels. Pretty good for fishing activity from "unknown" vessels and also highlights the shortcoming with normal AIS classes.
doi.org/10.1016/j.oc...
February 5, 2025 at 6:55 PM
Vessel Classification from AIS data? Yeah!
I've been fiddling with LightGBM and OpenAIS to quickly classify ocean going vessels. Pretty good for fishing activity from "unknown" vessels and also highlights the shortcoming with normal AIS classes.
doi.org/10.1016/j.oc...
I've been fiddling with LightGBM and OpenAIS to quickly classify ocean going vessels. Pretty good for fishing activity from "unknown" vessels and also highlights the shortcoming with normal AIS classes.
doi.org/10.1016/j.oc...