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Accelerating map making with artificial intelligence and web GIS

Presented by Daniel Dufour, Founder and CEO of First Draft GIS, at the 2017 GIS Working Group Annual Meeting

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Accelerating map making with artificial intelligence and web GIS

  1. 1. Accelerating Map Making with Artificial Intelligence and Web GIS
  2. 2. The Geo-Spatial Revolution Continues The Geo-Spatial Revolution Continues
  3. 3. Millions of User Interactions Untapped
  4. 4. Trends Mountains of Data
  5. 5. Linear Classification
  6. 6. What is Artificial Intelligence?Country Code Weight AD -0.00021962 AE -0.00506434 AF 0.10160388 AG 0.0 AI 0.0 AL -0.00022849 AM -0.00309539 AN 0.0 AO -0.00276331
  7. 7. How can we help? FDGIS
  8. 8. Old Timeline of Making Some Maps Get Data Create First Draft Create Second Draft Finalize New Timeline of Making Some Maps Get Data Create First Draft Create Second Draft Finalize
  9. 9. Multiple Classifiers Local Global edit_distance edit_distance feature_class feature_class matches_end_user_timezone_X_is_most_i mportant_in_timezone country_code is_most_important_in_timezone importance Is_highest_population is_lowest_admin_level
  10. 10. https://FirstDraftGIS.com
  11. 11. https://raw.githubusercontent.c om/FirstDraftGIS/firstdraft/mas ter/samples/sample_spreadsh eet.csv
  12. 12. QGIS Plugin FirstDraftGIS
  13. 13. https://github.com/FirstDraftGIS/fdgis-qgis/
  14. 14. Python API pip install fdgis
  15. 15. Python API from fdgis import make_map text = "Facilities in Gambella and Nekemte, Ethiopia." geojson = make_map(text, map_format="geojson")
  16. 16. https://github.com/FirstDraftGIS/fdgis/
  17. 17. Questions
  18. 18. GeoTIFF.io
  19. 19. What is It? RASTER ANALYSIS WEBSITE
  20. 20. SIMPLE
  21. 21. EASIER
  22. 22. Current Features View GeoTIFF Identify Pixel Value Mean Sum Mode Median Min Max Histogram Download GeoTIFF Draw Polygon Upload GeoJSON
  23. 23. Road Map - Band Calculations (e.g. NDVI) - Stretching - Clip Raster by Another Raster - Creating new TIFF Files
  24. 24. Links GeoSahel.info https://data.humdata.org/dataset/gridded-biomas s-production
  25. 25. Early Adopters Program Free Development of Tools Tailored to You
  26. 26. https://geotiff.io daniel@firstdraftgis.com https://FirstDraftGIS.com @FirstDraftGIS @DanielJDufour
  27. 27. Why Process Rasters on Users’ Devices? 1. Free 2. Scales to a Million Instantly 3. Works on the Go 4. Works on Smart Phones 5. Works on Tablets 6. Work in areas with poor internet connectivity 7. Lighten the load (no heavy backpacks!)

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