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At tensorflight.com we are building deep learning model for hurricane Harvey damage segmentation. We already have 12K instances of partial building damage and
by kozikow 9y ago
At tensorflight.com we are building deep learning model for hurricane Harvey damage segmentation.
We already have 12K instances of partial building damage and 400 of total damage annotated and preliminary segmentation model is just being trained on 4 K80s. If you want to collaborate in any way please let me know at kozikow@tensorflight.com
- AndrewKemendo 9y agoDo you need some more GPU time? I've got some overflow VMs if you want to use them.
- kozikow 9y agoUpdate: We also started annotating humans and animals.
- rubyfan 9y agoVery interested in this work. What imagery source is even available this quick?
- kozikow 9y agoWe already got some post-Harvey drone imagery, but not much yet - government restricted civilian drones. So far, we primary have been annotating imagery from prior to catastrophe or other catastrophes.
- maxerickson 9y agoNOAA has some post storm imagery: https://storms.ngs.noaa.gov/storms/harvey/index.html https://storms.ngs.noaa.gov/storms/harvey/index.html