SlideShare a Scribd company logo
1 of 76
Download to read offline
GIS and Map Tiles
Petr Pridal <petr.pridal@klokantech.com>
October 13th, InDOG, Olomouc
The company
.. and it’s story
Tiling the maps
Research and cool GIS projects
The company
.. and it’s story
MapTiler
GDAL2Tiles

Georeferencer
BoundingBox
•

Computer science student (FI MU Brno)

•

MPlayer OS X

•

Google Summer Of Code: GDAL2Tiles, FOSS4G

•

CVUT: PhD candidate + MZK: TEMAP.cz

•

MapRank: ETH Zurich: Kartenportal.CH -> KlokanTech

•

MapTiler / GDAL2Tiles: Orange UK, Vodafone, NOAA, EC JRC,
Europeana, The British Library, David Rumsey, ...

•

OldMapsOnline.org: New York / London

•

The Royal Scottish Geographic Society honorary fellowship &
Bartholomew Globe prize

•

Google I/O 2012 invitation

•

StareMapy.cz - 9 institutions + Czech TV evening news
•

Computer science student (FI MU Brno)

•

MPlayer OS X

•

Google Summer Of Code: GDAL2Tiles, FOSS4G

•

CVUT: PhD candidate + MZK: TEMAP.cz

•

MapRank: ETH Zurich: Kartenportal.CH -> KlokanTech

•

MapTiler / GDAL2Tiles: Orange UK, Vodafone, NOAA, EC JRC,
Europeana, The British Library, David Rumsey, ...

•

OldMapsOnline.org: New York / London

•

The Royal Scottish Geographic Society honorary fellowship &
Bartholomew Globe prize

•

Google I/O 2012 invitation

•

StareMapy.cz - 9 institutions + Czech TV evening news
The company
.. and it’s story
Tiling the maps
Research and cool GIS projects
Tiling the maps
OGC

WMS

OGC

WMTS
OSGEO TMS

Dynamic

Pre-rendering

Caching / Seeding

MapTiler
GDAL2Tiles, TileMill, ...
Pre-rendered map tiles
Advantages
Fast delivery to visitors
High-quality rendering algorithms
No extra server software required
Any hosting or cloud storage, SLA, files or blobs
Reliability, scaling - cheaper to maintain
Base maps, data without frequent updates
Easy offline mode - mobile apps

Disadvantages
Possibly large data to store
Data for distribution different from master data
Live updates, intensive CPU processing, data transfers and storage
Folder

Package
MBTiles,
OGC GeoPackage, ...
SPHERICAL MERCATOR
• Popular on the web: Google Maps, OpenStreetMap,
Microsoft Bing Maps, ...

• Lat/Long WGS84 (GPS devices) datum coordinates
always displayed to users - KML

• Map rasters are projected by a global Mercator
projection: “Spherical Mercator”. EPSG:900913 /
EPSG:3857 (meters)

• Conformal, cylindrical. Cropped to square (maximal
latitude ~ 85.05 degrees), WGS84 ellipsoid is sphere!
GEODETIC COORDINATES
LATITUDE LONGITUDE
WGS 84 (EPSG:4326)

SPHERICAL MERCATOR
METERS
EPSG:3785 / EPSG:900913

PYRAMID COORDINATES
XYZ PIXELS / ZOOM
WEB VIEWERS

TILE INDEX
XYZ TILE / ZOOM
TILE MAP SERVICE
MapTiler

TileMill

Raster data

Vector data
OSM

www.maptiler.com
Mac App Store

www.tilemill.com

GDAL / GDAL2Tiles

Mapnik
DEMO
Access via XYZ address:
http://www.domain.com/map/{z}/{x}/{y}.png
or TileJSON
Hosting anywhere
OGC

WMTS
Web Map Tile Service
TileServer-PHP
OGC WMTS for map tiles
https://github.com/klokantech/tileserver-php/
The cool stuff:
Easy to use. Extremely fast, no new software to
compile and maintain on the server.
Reverse engineering of ESRI-compatible OGC
WMTS implementation.
List of maps exposed vi “tileserver.json”.
Optional user interface made fully in JavaScript.
Easy to use:
Usage: upload PHPs + .htaccess
Drop the tile files in the same folder
https://github.com/klokantech/tileserver-php/
Supported clients:
ESRI ArcGIS Desktop 10.1+
ArcGIS 9.3+ via ArcBruTiles TMS plugin
QGIS Desktop 1.9+
GAIA - native WMTS
...
iOS (RouteMe) + Android (OSMDroid)
Supported protocols:
OpenGIS WMTS 1.0.0, TileJSON.js, XYZ =
OSGeo TMS 1.0.0 (invertedTMS!)
TileServer.JSON
/tileserver.json
List of TileJSON metadata for each map:
Alternative implementation beeing developed
in Python
(students at universities: HSR Switzerland)
C/C++
(based on MapCache code base)
Amazon S3 / Google Cloud Storage / ...
(integrated in MapTiler)
Hurricane Sandy Response Imagery
TileServer-PHP
OGC WMTS for map tiles
https://github.com/klokantech/tileserver-php/
MapTiler
for Microsoft Windows, Mac OS X, Linux
Command line automation, support for custom tile grids
and map projections.
Vary fast + large datasets + advanced optimisations.
www.maptiler.com

GDAL / GDAL2Tiles / TileMill / ...
Ordnance Survey OpenData
Spherical Mercator Tiles / MBTiles
Ordnance Survey OpenData
Spherical Mercator Tiles / MBTiles
The company
.. and it’s story
Tiling the maps
Research and cool GIS projects
Research and cool GIS projects
Future of online mapping
WebGL?
<CANVAS> in HTML5
JavaScript + OpenGL ES 2.0
Shaders for the graphic card (GPU)
in GLSL programming language (C-like)
Data in buffers (vertex arrays), raster textures
Raster
reprojection
Georeferencer.com
...
Image -> Map
Image -> Map
www.georeferencer.com
Virtual Globes
WebGL Earth
Cesium
OpenWebGlobe
ReadyMap 3D (godzi)
...
WebGL Earth 2.0
Image -> Map
Terrain

KLOKAN TECHNOLOGIES - Museo 300
KLOKAN TECHNOLOGIES - Museo 500
KLOKAN TECHNOLOGIES - Museo 700
Segmented plane

KLOKAN TECHNOLOGIES - Museo 300
KLOKAN TECHNOLOGIES - Museo 500
KLOKAN TECHNOLOGIES - Museo 700
KLOKAN TECHNOLOGIES - Museo 300
KLOKAN TECHNOLOGIES - Museo 500
KLOKAN TECHNOLOGIES - Museo 700
WebGL Earth
Cesium
OpenWebGlobe
ReadyMap 3D (godzi)
...
Composite Map
Projections
http://cartography.oregonstate.edu/demos/
CompositeMapProjection/
...
Raster tiles
and
vector tiles
Google Maps
OpenLayers V3
...
OpenLayers3
and soon or later “proj4gl”
Closure Tools (JavaScript)
TileServer-PHP open-source project
https://github.com/klokantech/tileserver-php/

www.maptiler.com
email contact:
info@klokantech.com

More Related Content

What's hot

Euro30 2019 - Benchmarking tree approaches on street data
Euro30 2019 - Benchmarking tree approaches on street dataEuro30 2019 - Benchmarking tree approaches on street data
Euro30 2019 - Benchmarking tree approaches on street dataFabion Kauker
 
Creating and indoor routable network with QGIS and pgRouting
Creating and indoor routable network with QGIS and pgRoutingCreating and indoor routable network with QGIS and pgRouting
Creating and indoor routable network with QGIS and pgRoutingRoss McDonald
 
Pgrouting_foss4guk_ross_mcdonald
Pgrouting_foss4guk_ross_mcdonaldPgrouting_foss4guk_ross_mcdonald
Pgrouting_foss4guk_ross_mcdonaldRoss McDonald
 
Big Spatial(!) Data Processing mit GeoMesa. AGIT 2019, Salzburg, Austria.
Big Spatial(!) Data Processing mit GeoMesa. AGIT 2019, Salzburg, Austria.Big Spatial(!) Data Processing mit GeoMesa. AGIT 2019, Salzburg, Austria.
Big Spatial(!) Data Processing mit GeoMesa. AGIT 2019, Salzburg, Austria.Anita Graser
 
CartoType & OpenStreetMap
CartoType & OpenStreetMapCartoType & OpenStreetMap
CartoType & OpenStreetMapguest69c941
 
10 Visualization of 3D data in the web environment – Open Land Use and Yield ...
10 Visualization of 3D data in the web environment – Open Land Use and Yield ...10 Visualization of 3D data in the web environment – Open Land Use and Yield ...
10 Visualization of 3D data in the web environment – Open Land Use and Yield ...plan4all
 
Eurosha kenya pres_osm_en_20121031
Eurosha kenya pres_osm_en_20121031Eurosha kenya pres_osm_en_20121031
Eurosha kenya pres_osm_en_20121031Severin Menard
 
Geospatial Linked Open Services
Geospatial Linked Open ServicesGeospatial Linked Open Services
Geospatial Linked Open ServicesBarry Norton
 
Circos
CircosCircos
Circosmkim8
 
Bus Karo: Powering Transit Information with Open Data
Bus Karo: Powering Transit Information with Open DataBus Karo: Powering Transit Information with Open Data
Bus Karo: Powering Transit Information with Open DataWRI India
 
Processing Rasters from Satellites, Drones, & More
Processing Rasters from Satellites, Drones, & MoreProcessing Rasters from Satellites, Drones, & More
Processing Rasters from Satellites, Drones, & MoreSafe Software
 
Is there a new cartography? - icc2013
Is there a new cartography? - icc2013Is there a new cartography? - icc2013
Is there a new cartography? - icc2013Steve Chilton
 
Powering Transit Information with Open Data
Powering Transit Information with  Open DataPowering Transit Information with  Open Data
Powering Transit Information with Open DataArun Ganesh
 
Maptivism reloaded: Open Data for Development @oddc
Maptivism reloaded: Open Data for Development @oddcMaptivism reloaded: Open Data for Development @oddc
Maptivism reloaded: Open Data for Development @oddcChristian Kreutz
 

What's hot (20)

Euro30 2019 - Benchmarking tree approaches on street data
Euro30 2019 - Benchmarking tree approaches on street dataEuro30 2019 - Benchmarking tree approaches on street data
Euro30 2019 - Benchmarking tree approaches on street data
 
Creating and indoor routable network with QGIS and pgRouting
Creating and indoor routable network with QGIS and pgRoutingCreating and indoor routable network with QGIS and pgRouting
Creating and indoor routable network with QGIS and pgRouting
 
Pgrouting_foss4guk_ross_mcdonald
Pgrouting_foss4guk_ross_mcdonaldPgrouting_foss4guk_ross_mcdonald
Pgrouting_foss4guk_ross_mcdonald
 
Big Spatial(!) Data Processing mit GeoMesa. AGIT 2019, Salzburg, Austria.
Big Spatial(!) Data Processing mit GeoMesa. AGIT 2019, Salzburg, Austria.Big Spatial(!) Data Processing mit GeoMesa. AGIT 2019, Salzburg, Austria.
Big Spatial(!) Data Processing mit GeoMesa. AGIT 2019, Salzburg, Austria.
 
CartoType & OpenStreetMap
CartoType & OpenStreetMapCartoType & OpenStreetMap
CartoType & OpenStreetMap
 
Whats neo?
Whats neo?Whats neo?
Whats neo?
 
10 Visualization of 3D data in the web environment – Open Land Use and Yield ...
10 Visualization of 3D data in the web environment – Open Land Use and Yield ...10 Visualization of 3D data in the web environment – Open Land Use and Yield ...
10 Visualization of 3D data in the web environment – Open Land Use and Yield ...
 
Ggmap Packages in R
Ggmap Packages in RGgmap Packages in R
Ggmap Packages in R
 
Eurosha kenya pres_osm_en_20121031
Eurosha kenya pres_osm_en_20121031Eurosha kenya pres_osm_en_20121031
Eurosha kenya pres_osm_en_20121031
 
Geospatial Linked Open Services
Geospatial Linked Open ServicesGeospatial Linked Open Services
Geospatial Linked Open Services
 
Circos
CircosCircos
Circos
 
Bus Karo: Powering Transit Information with Open Data
Bus Karo: Powering Transit Information with Open DataBus Karo: Powering Transit Information with Open Data
Bus Karo: Powering Transit Information with Open Data
 
Processing Rasters from Satellites, Drones, & More
Processing Rasters from Satellites, Drones, & MoreProcessing Rasters from Satellites, Drones, & More
Processing Rasters from Satellites, Drones, & More
 
3D printing of digital elevation models
3D printing of digital elevation models3D printing of digital elevation models
3D printing of digital elevation models
 
Os Racicot
Os RacicotOs Racicot
Os Racicot
 
Is there a new cartography? - icc2013
Is there a new cartography? - icc2013Is there a new cartography? - icc2013
Is there a new cartography? - icc2013
 
GIS file types
GIS file typesGIS file types
GIS file types
 
Powering Transit Information with Open Data
Powering Transit Information with  Open DataPowering Transit Information with  Open Data
Powering Transit Information with Open Data
 
Maptivism reloaded: Open Data for Development @oddc
Maptivism reloaded: Open Data for Development @oddcMaptivism reloaded: Open Data for Development @oddc
Maptivism reloaded: Open Data for Development @oddc
 
Session 38 Martin Holmstedt
Session 38 Martin HolmstedtSession 38 Martin Holmstedt
Session 38 Martin Holmstedt
 

Similar to GIS and Map Tiles

Web Mapping with Drupal
Web Mapping with DrupalWeb Mapping with Drupal
Web Mapping with DrupalRanel Padon
 
Using geobrowsers for thematic mapping
Using geobrowsers for thematic mappingUsing geobrowsers for thematic mapping
Using geobrowsers for thematic mappingBjorn Sandvik
 
Dsd int 2014 - data science symposium - application 1 - point clouds, prof. p...
Dsd int 2014 - data science symposium - application 1 - point clouds, prof. p...Dsd int 2014 - data science symposium - application 1 - point clouds, prof. p...
Dsd int 2014 - data science symposium - application 1 - point clouds, prof. p...Deltares
 
CartoHeritage 2011: Georeferencer & MapRank Search
CartoHeritage 2011: Georeferencer & MapRank SearchCartoHeritage 2011: Georeferencer & MapRank Search
CartoHeritage 2011: Georeferencer & MapRank SearchPetr Pridal
 
High Performance Distributed Computing and Data Science
High Performance Distributed Computing and Data ScienceHigh Performance Distributed Computing and Data Science
High Performance Distributed Computing and Data ScienceData Science Research Center
 
Gis capabilities on Big Data Systems
Gis capabilities on Big Data SystemsGis capabilities on Big Data Systems
Gis capabilities on Big Data SystemsAhmad Jawwad
 
Volunteered Geographic Information and OpenStreetMap
Volunteered Geographic Information and OpenStreetMapVolunteered Geographic Information and OpenStreetMap
Volunteered Geographic Information and OpenStreetMapchippy
 
GIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptGIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptFatima891926
 
GIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptGIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptsafayetmim1
 
GIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptGIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptvikramvsu
 
Edinburgh OldMapsOnline Workshop
Edinburgh OldMapsOnline WorkshopEdinburgh OldMapsOnline Workshop
Edinburgh OldMapsOnline WorkshopPetr Pridal
 
Anomaly Detection in Telecom with Spark - Tugdual Grall - Codemotion Amsterda...
Anomaly Detection in Telecom with Spark - Tugdual Grall - Codemotion Amsterda...Anomaly Detection in Telecom with Spark - Tugdual Grall - Codemotion Amsterda...
Anomaly Detection in Telecom with Spark - Tugdual Grall - Codemotion Amsterda...Codemotion
 
State of the Art Web Mapping with Open Source
State of the Art Web Mapping with Open SourceState of the Art Web Mapping with Open Source
State of the Art Web Mapping with Open SourceOSCON Byrum
 
OpenStreetMap in 3D - current developments
OpenStreetMap in 3D - current developmentsOpenStreetMap in 3D - current developments
OpenStreetMap in 3D - current developmentsvirtualcitySYSTEMS GmbH
 

Similar to GIS and Map Tiles (20)

Open geo data - technical issue
Open geo data  - technical issueOpen geo data  - technical issue
Open geo data - technical issue
 
Web Mapping with Drupal
Web Mapping with DrupalWeb Mapping with Drupal
Web Mapping with Drupal
 
Using geobrowsers for thematic mapping
Using geobrowsers for thematic mappingUsing geobrowsers for thematic mapping
Using geobrowsers for thematic mapping
 
Dsd int 2014 - data science symposium - application 1 - point clouds, prof. p...
Dsd int 2014 - data science symposium - application 1 - point clouds, prof. p...Dsd int 2014 - data science symposium - application 1 - point clouds, prof. p...
Dsd int 2014 - data science symposium - application 1 - point clouds, prof. p...
 
Mobile LBS
Mobile LBSMobile LBS
Mobile LBS
 
CartoHeritage 2011: Georeferencer & MapRank Search
CartoHeritage 2011: Georeferencer & MapRank SearchCartoHeritage 2011: Georeferencer & MapRank Search
CartoHeritage 2011: Georeferencer & MapRank Search
 
High Performance Distributed Computing and Data Science
High Performance Distributed Computing and Data ScienceHigh Performance Distributed Computing and Data Science
High Performance Distributed Computing and Data Science
 
Gis capabilities on Big Data Systems
Gis capabilities on Big Data SystemsGis capabilities on Big Data Systems
Gis capabilities on Big Data Systems
 
Agi08 Jeremy Morley
Agi08 Jeremy MorleyAgi08 Jeremy Morley
Agi08 Jeremy Morley
 
Volunteered Geographic Information and OpenStreetMap
Volunteered Geographic Information and OpenStreetMapVolunteered Geographic Information and OpenStreetMap
Volunteered Geographic Information and OpenStreetMap
 
GIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptGIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.ppt
 
GIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptGIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.ppt
 
GIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptGIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.ppt
 
GIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.pptGIS_Whirlwind_Tour.ppt
GIS_Whirlwind_Tour.ppt
 
1 mapreduce-fest
1 mapreduce-fest1 mapreduce-fest
1 mapreduce-fest
 
NGA’s Position on “Web-Mercator”
NGA’s Position on “Web-Mercator”NGA’s Position on “Web-Mercator”
NGA’s Position on “Web-Mercator”
 
Edinburgh OldMapsOnline Workshop
Edinburgh OldMapsOnline WorkshopEdinburgh OldMapsOnline Workshop
Edinburgh OldMapsOnline Workshop
 
Anomaly Detection in Telecom with Spark - Tugdual Grall - Codemotion Amsterda...
Anomaly Detection in Telecom with Spark - Tugdual Grall - Codemotion Amsterda...Anomaly Detection in Telecom with Spark - Tugdual Grall - Codemotion Amsterda...
Anomaly Detection in Telecom with Spark - Tugdual Grall - Codemotion Amsterda...
 
State of the Art Web Mapping with Open Source
State of the Art Web Mapping with Open SourceState of the Art Web Mapping with Open Source
State of the Art Web Mapping with Open Source
 
OpenStreetMap in 3D - current developments
OpenStreetMap in 3D - current developmentsOpenStreetMap in 3D - current developments
OpenStreetMap in 3D - current developments
 

Recently uploaded

Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxLoriGlavin3
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek SchlawackFwdays
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsPixlogix Infotech
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Mattias Andersson
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxBkGupta21
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 

Recently uploaded (20)

Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptxUse of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
Use of FIDO in the Payments and Identity Landscape: FIDO Paris Seminar.pptx
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
"Subclassing and Composition – A Pythonic Tour of Trade-Offs", Hynek Schlawack
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
The Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and ConsThe Ultimate Guide to Choosing WordPress Pros and Cons
The Ultimate Guide to Choosing WordPress Pros and Cons
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?Are Multi-Cloud and Serverless Good or Bad?
Are Multi-Cloud and Serverless Good or Bad?
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
unit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptxunit 4 immunoblotting technique complete.pptx
unit 4 immunoblotting technique complete.pptx
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 

GIS and Map Tiles