R_K_J-DK
R_K_J-DK OP t1_jdoy6gz wrote
Reply to comment by Praise_AI_Overlords in Has anyone tried to use deep learning with CNNs on satellite images to predict malaria risk (or other similar diseases)? by R_K_J-DK
Is your text AI generated? I can not find any of those papers.
R_K_J-DK OP t1_jdmbcs2 wrote
Reply to comment by Praise_AI_Overlords in Has anyone tried to use deep learning with CNNs on satellite images to predict malaria risk (or other similar diseases)? by R_K_J-DK
I also know that crossing a mosquito with a mountain climber is impossible, because you can't cross a vector with a scaler!
R_K_J-DK OP t1_jdm8u8o wrote
Reply to comment by Praise_AI_Overlords in Has anyone tried to use deep learning with CNNs on satellite images to predict malaria risk (or other similar diseases)? by R_K_J-DK
I know that in malaria ridden areas, muslims are not required to remove shoes when entering their praying buildings, because mosque-y toe control is essential.
R_K_J-DK OP t1_jdlxxnu wrote
Reply to comment by JasonRDalton in Has anyone tried to use deep learning with CNNs on satellite images to predict malaria risk (or other similar diseases)? by R_K_J-DK
We are also giving our model other data. So far we give it satellite images, land cover, temperature and precipitation. The hypothesis about the satellite images is that we can get some nuances with it that has been lost in the land cover data.
R_K_J-DK OP t1_jdjgdqm wrote
Reply to comment by BarriJulen in Has anyone tried to use deep learning with CNNs on satellite images to predict malaria risk (or other similar diseases)? by R_K_J-DK
The malaria labels are downloaded with the malaria atlas project r package. https://cran.r-project.org/web/packages/malariaAtlas/index.html .
Data points are a location and the malaria rate in that area (but note in some cases the data is not very accurate).
R_K_J-DK OP t1_jdoyu3g wrote
Reply to comment by Financial-Back313 in Has anyone tried to use deep learning with CNNs on satellite images to predict malaria risk (or other similar diseases)? by R_K_J-DK
The malaria data can be downloaded with this R package: https://cran.r-project.org/web/packages/malariaAtlas/index.html
The RGB satellite data we are scraping from https://livingatlas.arcgis.com/wayback/#active=44873&ext=-115.33219,36.04653,-115.26481,36.08147