Hello I was interested in hazard analysis software INASAFE. Tried to connect with Microsoft team <https://wiki.openstreetmap.org/wiki/2018_Kerala_Floods,_India#Microsoft> for the building layer results.
Flood analysis by Humanitarian OpenStreetMap Team,Indonesia DAM SAFETY AND PUBLIC PROTECTION: INASAFE <https://www.hotosm.org/projects/dam-safety-and-public-protection-through-inasafe/> Please see the video. InaSAFE Promo <http://data.inasafe.org/Movies/InaSAFE_Promo_EN.mp4> http://inasafe.org/ We try as a group. They release the data in ODGL which can be imported to OSM. Thanks, naveenpf On Monday, 10 September 2018 03:14:14 UTC+5:30, Shubham Goel wrote: > > Hi, > > I'm currently working as a Machine learning engineer where I'm responsible > for extracting exact building footprints from High resolution satellite > imagery. We've been able to it successfully for some regions (and so have > Microsoft: https://github.com/Microsoft/USBuildingFootprints) > > [image: footprint_extraction.PNG] > > > Based on that experience, I have a feeling it can work for estimating the > poverty levels for different regions. The images you've attached are very > helpful, as they clearly show the stark contrast between the developed and > poverty-struck regions. > > In terms of data, Google does provide free satellite imagery up to a > certain limit per day. I'm not sure where population density would be > available, especially at a granular level. > > Suggestions and thoughts are welcome. > > Thanks, > > Shubham Goel > > > > On Thu, Sep 6, 2018 12:20 PM, Naraina aka Dilip Damle [email protected] > <javascript:> wrote: > >> [image: dwarka.PNG] >> HI, >> >> I think yes. >> >> But could it be Automated without a Human I have a doubt. >> >> With a Human eye it is possible to a good extent. >> >> Size, Pattern and Density of Housing indicates Economic prosperity to a >> great extent. >> >> Compare the Phots attached. >> >> Imagey + >> Population density data could be used to do what you want. You will also >> have to detect multistory buildings. >> >> >> Note: I am not a remote sensing expert but I use Google earth a lot for >> my professional work. >> >> >> >> >> >> >> >> >> >> On Wednesday, September 5, 2018 at 10:10:44 PM UTC+5:30, Shubham Goel >> wrote: >> >> Hi, >> >> I was wondering if remote sensing could be used to correctly predict >> economic indicators across India. Some Stanford researchers have done >> similar work for African countries. >> >> Link - http://sustain.stanford.edu/predicting-poverty/ >> >> They've used nightlight data from NOAA (available across the globe at 1m >> resolution) along with imagery from Google Static Maps API to build their >> CNN architecture (along with using survey data) >> >> Do let me know your thoughts on the same. >> >> Shubham >> >> -- >> Datameet is a community of Data Science enthusiasts in India. Know more >> about us by visiting http://datameet.org >> --- >> You received this message because you are subscribed to the Google Groups >> "datameet" group. >> To unsubscribe from this group and stop receiving emails from it, send an >> email to [email protected] <javascript:>. >> For more options, visit https://groups.google.com/d/optout. >> > -- Datameet is a community of Data Science enthusiasts in India. Know more about us by visiting http://datameet.org --- You received this message because you are subscribed to the Google Groups "datameet" group. To unsubscribe from this group and stop receiving emails from it, send an email to [email protected]. For more options, visit https://groups.google.com/d/optout.
