SlideShare uma empresa Scribd logo
1 de 18
Baixar para ler offline
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Monteverdi 2.0 - Remote sensing software for
Pleiades images analysis
Julien Michel (CNES), Manuel Grizonnet (CNES)

33rd EARSeL Symposium - 3-6 June 2013 - Matera, Italy
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Outline
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Outline
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Introduction
Orfeo ToolBox
Open-source remote sensing software developed by
CNES since 2006
Roadmap driven by ORFEO program (frame)

For Pleiades en-users
OTB = C++ API = developer oriented
From the begining: also need for ready-to-use tools

This talk
Tells the story of these tools
From the early applications to Monteverdi 2.0
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Outline
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

The old OTB-Applications package (2007 – 2009)

Side OTB package created in 2007
Small tools with graphical user interface
Demonstrating single functions of the library
Not meant for operational use
No consistency between the tools (GUI, parameters,
behaviour . . . )
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Monteverdi (2009 - 2013) - start

Motivations
End-users oriented software
Funded by CNES Departement
of Strategy and Programs
For capacity building and learning
Main interface + processing
modules
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Monteverdi (2009 - 2013) - development (1/2)
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Monteverdi (2009 - 2013) - development (2/2)
Evolution
Usage grew far beyond the
initial scope
From 2010 to 2012: main
platform for integration of
OTB processes
In 2011: Monteverdi
becomes Pleiades-ready
(JPEG2000 support)
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

The OTB applications revamped (2012 - )
Motivation
Monteverdi : swiss-knife for small remote sensing tasks
But: can not be used for heavy or batch processing
Can not inter-operate with other systems

Revamping
Set of tools each dedicated to specific tasks (classification,
segmentation . . . )
Separate the processing chain from the interface: Write
once, use everywhere
Available interfaces: command-line, auto-generated QT,
python . . .
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

The OTB applications revamped (2012 - ) command-line & python
$ otbcli_ImageSVMClassifier -in QB_1_ortho.tif -imstat clImageStatisticsQB1.xml -svm
clsvmModelQB1.svm -out classification.png uchar

#!/usr/bin/python
# Import the otb applications package
import otbApplication
# The following line creates an instance of the ImageSVMClassifier application
ImageSVMClassifier = otbApplication.Registry.CreateApplication("ImageSVMClassifier")
# The following lines set all the application parameters:
ImageSVMClassifier.SetParameterString("in", "QB_1_ortho.tif")
ImageSVMClassifier.SetParameterString("imstat", "clImageStatisticsQB1.xml")
ImageSVMClassifier.SetParameterString("svm", "clsvmModelQB1.svm")
ImageSVMClassifier.SetParameterString("out", "classification.png")
ImageSVMClassifier.SetParameterOutputImagePixelType("out", 1)
# The following line execute the application
ImageSVMClassifier.ExecuteAndWriteOutput()
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

The OTB applications revamped (2012 - ) - QT
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Outline
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Why and how ?
Why ?
Old-fashioned look & feel of Monteverdi
Duplication of functions Monteverdi vs. Applications
Limitations of Monteverdi

How ?
Ambitious road-map
Rework from scratch with a QT interface
Processing based on applications only
Up-to-date navigation
Innovative functions

Short iterative development cycles with users feedback
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Overview
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Outline
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Outline
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives
Introduction
History
Monteverdi 2.0
Demonstration
Perspectives

Perspectives
OTB end-users oriented tools have been constantly
improving since 2006
Monteverdi 2.0 is still in an early development stage:
First experimental version released on 03.2013
Only visualisation and navigation

Next release on 06.2013
Database manager
Link with applications

There is still a lot planned & missing:
Multi-image display (flip, transparency . . . )
GIS layers display
Processing history and replay
Images tagging and bookmarking . . . .

Mais conteúdo relacionado

Destaque

2009 ENAT Conference
2009 ENAT Conference2009 ENAT Conference
2009 ENAT ConferenceScott Rains
 
OTB modular architecture
OTB modular architectureOTB modular architecture
OTB modular architectureotb
 
0 intro
0 intro0 intro
0 introotb
 
Build OTB with the SuperBuild
Build OTB with the SuperBuildBuild OTB with the SuperBuild
Build OTB with the SuperBuildotb
 
Monitoring tropical forest cover Activities of ONFI in remote sensing
Monitoring tropical forest cover Activities of ONFI in remote sensingMonitoring tropical forest cover Activities of ONFI in remote sensing
Monitoring tropical forest cover Activities of ONFI in remote sensingotb
 
Teaching Remote Sensing with OTB Applications & Monterverdi (and a little of ...
Teaching Remote Sensing with OTB Applications & Monterverdi (and a little of ...Teaching Remote Sensing with OTB Applications & Monterverdi (and a little of ...
Teaching Remote Sensing with OTB Applications & Monterverdi (and a little of ...otb
 
Développement des chaînes de traitement d'images GEOSUD
Développement des chaînes de traitement d'images GEOSUDDéveloppement des chaînes de traitement d'images GEOSUD
Développement des chaînes de traitement d'images GEOSUDotb
 
ORFEO ToolBox Project Steering committee
ORFEO ToolBox Project Steering committeeORFEO ToolBox Project Steering committee
ORFEO ToolBox Project Steering committeeotb
 
OTB: logiciel libre de traitement d'images satellites
OTB: logiciel libre de traitement d'images satellitesOTB: logiciel libre de traitement d'images satellites
OTB: logiciel libre de traitement d'images satellitesotb
 
Présentation générale de l'Orfeo ToolBox (12.2014)
Présentation générale de l'Orfeo ToolBox (12.2014)Présentation générale de l'Orfeo ToolBox (12.2014)
Présentation générale de l'Orfeo ToolBox (12.2014)otb
 

Destaque (10)

2009 ENAT Conference
2009 ENAT Conference2009 ENAT Conference
2009 ENAT Conference
 
OTB modular architecture
OTB modular architectureOTB modular architecture
OTB modular architecture
 
0 intro
0 intro0 intro
0 intro
 
Build OTB with the SuperBuild
Build OTB with the SuperBuildBuild OTB with the SuperBuild
Build OTB with the SuperBuild
 
Monitoring tropical forest cover Activities of ONFI in remote sensing
Monitoring tropical forest cover Activities of ONFI in remote sensingMonitoring tropical forest cover Activities of ONFI in remote sensing
Monitoring tropical forest cover Activities of ONFI in remote sensing
 
Teaching Remote Sensing with OTB Applications & Monterverdi (and a little of ...
Teaching Remote Sensing with OTB Applications & Monterverdi (and a little of ...Teaching Remote Sensing with OTB Applications & Monterverdi (and a little of ...
Teaching Remote Sensing with OTB Applications & Monterverdi (and a little of ...
 
Développement des chaînes de traitement d'images GEOSUD
Développement des chaînes de traitement d'images GEOSUDDéveloppement des chaînes de traitement d'images GEOSUD
Développement des chaînes de traitement d'images GEOSUD
 
ORFEO ToolBox Project Steering committee
ORFEO ToolBox Project Steering committeeORFEO ToolBox Project Steering committee
ORFEO ToolBox Project Steering committee
 
OTB: logiciel libre de traitement d'images satellites
OTB: logiciel libre de traitement d'images satellitesOTB: logiciel libre de traitement d'images satellites
OTB: logiciel libre de traitement d'images satellites
 
Présentation générale de l'Orfeo ToolBox (12.2014)
Présentation générale de l'Orfeo ToolBox (12.2014)Présentation générale de l'Orfeo ToolBox (12.2014)
Présentation générale de l'Orfeo ToolBox (12.2014)
 

Semelhante a Monteverdi 2.0 - Remote sensing software for Pleiades images analysis

Smart Surveillance Bot with Low Power MCU
Smart Surveillance Bot with Low Power MCUSmart Surveillance Bot with Low Power MCU
Smart Surveillance Bot with Low Power MCUIRJET Journal
 
Presentation1.2.pptx
Presentation1.2.pptxPresentation1.2.pptx
Presentation1.2.pptxpranaykusuma
 
Towards a metamodel for the Rubus Component Model
Towards a metamodel for the Rubus Component ModelTowards a metamodel for the Rubus Component Model
Towards a metamodel for the Rubus Component ModelAlessio Bucaioni
 
GNAT GPL For Mindstorms
GNAT GPL For MindstormsGNAT GPL For Mindstorms
GNAT GPL For MindstormsAdaCore
 
Software Technologies for ICT Architectures
Software Technologies for ICT ArchitecturesSoftware Technologies for ICT Architectures
Software Technologies for ICT ArchitecturesAntonio Marcos Alberti
 
OpenCV 3.0 - Latest news and the Roadmap
OpenCV 3.0 - Latest news and the RoadmapOpenCV 3.0 - Latest news and the Roadmap
OpenCV 3.0 - Latest news and the RoadmapEugene Khvedchenya
 
Summary Create an Object-Oriented program that creates a simulator an.pdf
 Summary Create an Object-Oriented program that creates a simulator an.pdf Summary Create an Object-Oriented program that creates a simulator an.pdf
Summary Create an Object-Oriented program that creates a simulator an.pdfallwinsupport
 
NUBOMEDIA: an Elastic PaaS Enabling the Convergence of Real-Time and Big Data...
NUBOMEDIA: an Elastic PaaS Enabling the Convergence of Real-Time and Big Data...NUBOMEDIA: an Elastic PaaS Enabling the Convergence of Real-Time and Big Data...
NUBOMEDIA: an Elastic PaaS Enabling the Convergence of Real-Time and Big Data...Boni García
 
Introduction to OpenCV 3.x (with Java)
Introduction to OpenCV 3.x (with Java)Introduction to OpenCV 3.x (with Java)
Introduction to OpenCV 3.x (with Java)Luigi De Russis
 
Image Detection and Count Using Open Computer Vision (Opencv)
Image Detection and Count Using Open Computer Vision (Opencv)Image Detection and Count Using Open Computer Vision (Opencv)
Image Detection and Count Using Open Computer Vision (Opencv)IJERA Editor
 
Vision Based Autonomous Mobile Robot Navigation
Vision Based Autonomous Mobile Robot NavigationVision Based Autonomous Mobile Robot Navigation
Vision Based Autonomous Mobile Robot NavigationNiaz Mohammad
 
第38回 名古屋CV・PRML勉強会 「Kinect v2本の紹介とPCLの概要」
第38回 名古屋CV・PRML勉強会 「Kinect v2本の紹介とPCLの概要」第38回 名古屋CV・PRML勉強会 「Kinect v2本の紹介とPCLの概要」
第38回 名古屋CV・PRML勉強会 「Kinect v2本の紹介とPCLの概要」Tsukasa Sugiura
 
DCCN 2016 - Tutorial 2 - 4G for SmartGrid ecosystem
DCCN 2016 - Tutorial 2 - 4G for SmartGrid ecosystemDCCN 2016 - Tutorial 2 - 4G for SmartGrid ecosystem
DCCN 2016 - Tutorial 2 - 4G for SmartGrid ecosystemrudndccn
 
Functional and non-functional testing with IoT-Testware
Functional and non-functional testing with IoT-TestwareFunctional and non-functional testing with IoT-Testware
Functional and non-functional testing with IoT-TestwareAxel Rennoch
 
Introduction to Monte Carlo Ray Tracing, OpenCL Implementation (CEDEC 2014)
Introduction to Monte Carlo Ray Tracing, OpenCL Implementation (CEDEC 2014)Introduction to Monte Carlo Ray Tracing, OpenCL Implementation (CEDEC 2014)
Introduction to Monte Carlo Ray Tracing, OpenCL Implementation (CEDEC 2014)Takahiro Harada
 

Semelhante a Monteverdi 2.0 - Remote sensing software for Pleiades images analysis (20)

Opencv
OpencvOpencv
Opencv
 
Certification
CertificationCertification
Certification
 
An Introduction to OMNeT++ 6.0
An Introduction to OMNeT++ 6.0An Introduction to OMNeT++ 6.0
An Introduction to OMNeT++ 6.0
 
LVTS Projects
LVTS ProjectsLVTS Projects
LVTS Projects
 
Smart Surveillance Bot with Low Power MCU
Smart Surveillance Bot with Low Power MCUSmart Surveillance Bot with Low Power MCU
Smart Surveillance Bot with Low Power MCU
 
Presentation1.2.pptx
Presentation1.2.pptxPresentation1.2.pptx
Presentation1.2.pptx
 
Towards a metamodel for the Rubus Component Model
Towards a metamodel for the Rubus Component ModelTowards a metamodel for the Rubus Component Model
Towards a metamodel for the Rubus Component Model
 
GNAT GPL For Mindstorms
GNAT GPL For MindstormsGNAT GPL For Mindstorms
GNAT GPL For Mindstorms
 
Software Technologies for ICT Architectures
Software Technologies for ICT ArchitecturesSoftware Technologies for ICT Architectures
Software Technologies for ICT Architectures
 
OpenCV 3.0 - Latest news and the Roadmap
OpenCV 3.0 - Latest news and the RoadmapOpenCV 3.0 - Latest news and the Roadmap
OpenCV 3.0 - Latest news and the Roadmap
 
Nanaji_Jonnadula
Nanaji_JonnadulaNanaji_Jonnadula
Nanaji_Jonnadula
 
Summary Create an Object-Oriented program that creates a simulator an.pdf
 Summary Create an Object-Oriented program that creates a simulator an.pdf Summary Create an Object-Oriented program that creates a simulator an.pdf
Summary Create an Object-Oriented program that creates a simulator an.pdf
 
NUBOMEDIA: an Elastic PaaS Enabling the Convergence of Real-Time and Big Data...
NUBOMEDIA: an Elastic PaaS Enabling the Convergence of Real-Time and Big Data...NUBOMEDIA: an Elastic PaaS Enabling the Convergence of Real-Time and Big Data...
NUBOMEDIA: an Elastic PaaS Enabling the Convergence of Real-Time and Big Data...
 
Introduction to OpenCV 3.x (with Java)
Introduction to OpenCV 3.x (with Java)Introduction to OpenCV 3.x (with Java)
Introduction to OpenCV 3.x (with Java)
 
Image Detection and Count Using Open Computer Vision (Opencv)
Image Detection and Count Using Open Computer Vision (Opencv)Image Detection and Count Using Open Computer Vision (Opencv)
Image Detection and Count Using Open Computer Vision (Opencv)
 
Vision Based Autonomous Mobile Robot Navigation
Vision Based Autonomous Mobile Robot NavigationVision Based Autonomous Mobile Robot Navigation
Vision Based Autonomous Mobile Robot Navigation
 
第38回 名古屋CV・PRML勉強会 「Kinect v2本の紹介とPCLの概要」
第38回 名古屋CV・PRML勉強会 「Kinect v2本の紹介とPCLの概要」第38回 名古屋CV・PRML勉強会 「Kinect v2本の紹介とPCLの概要」
第38回 名古屋CV・PRML勉強会 「Kinect v2本の紹介とPCLの概要」
 
DCCN 2016 - Tutorial 2 - 4G for SmartGrid ecosystem
DCCN 2016 - Tutorial 2 - 4G for SmartGrid ecosystemDCCN 2016 - Tutorial 2 - 4G for SmartGrid ecosystem
DCCN 2016 - Tutorial 2 - 4G for SmartGrid ecosystem
 
Functional and non-functional testing with IoT-Testware
Functional and non-functional testing with IoT-TestwareFunctional and non-functional testing with IoT-Testware
Functional and non-functional testing with IoT-Testware
 
Introduction to Monte Carlo Ray Tracing, OpenCL Implementation (CEDEC 2014)
Introduction to Monte Carlo Ray Tracing, OpenCL Implementation (CEDEC 2014)Introduction to Monte Carlo Ray Tracing, OpenCL Implementation (CEDEC 2014)
Introduction to Monte Carlo Ray Tracing, OpenCL Implementation (CEDEC 2014)
 

Mais de otb

Présentation de l'ORFEO ToolBox au FROG2013
Présentation de l'ORFEO ToolBox au FROG2013Présentation de l'ORFEO ToolBox au FROG2013
Présentation de l'ORFEO ToolBox au FROG2013otb
 
Pragmatic remote sensing handout
Pragmatic remote sensing handoutPragmatic remote sensing handout
Pragmatic remote sensing handoutotb
 
Madagascar2011 - 09 OTB Change detection framework
Madagascar2011 - 09 OTB Change detection frameworkMadagascar2011 - 09 OTB Change detection framework
Madagascar2011 - 09 OTB Change detection frameworkotb
 
Madagascar2011 - 08 - OTB segmentation and classification
Madagascar2011 - 08 - OTB segmentation and classificationMadagascar2011 - 08 - OTB segmentation and classification
Madagascar2011 - 08 - OTB segmentation and classificationotb
 
Madagascar2011 - 07 - OTB radiometry processing
Madagascar2011 - 07 -  OTB radiometry processingMadagascar2011 - 07 -  OTB radiometry processing
Madagascar2011 - 07 - OTB radiometry processingotb
 
Madagascar2011 - 06 - OTB geometry processing
Madagascar2011 - 06 - OTB geometry processingMadagascar2011 - 06 - OTB geometry processing
Madagascar2011 - 06 - OTB geometry processingotb
 
Madagascar2011 - 05 - Monteverdi first steps
Madagascar2011 - 05 - Monteverdi first stepsMadagascar2011 - 05 - Monteverdi first steps
Madagascar2011 - 05 - Monteverdi first stepsotb
 
Madagascar2011 - 04 - Présentation configuration pratical work
Madagascar2011 - 04 - Présentation configuration pratical workMadagascar2011 - 04 - Présentation configuration pratical work
Madagascar2011 - 04 - Présentation configuration pratical workotb
 
Madagascar2011 - 03 - Présentation Monteverdi
Madagascar2011 - 03 - Présentation MonteverdiMadagascar2011 - 03 - Présentation Monteverdi
Madagascar2011 - 03 - Présentation Monteverdiotb
 
Madagascar2011 - 02 - Présentation OTB
Madagascar2011 - 02 - Présentation OTBMadagascar2011 - 02 - Présentation OTB
Madagascar2011 - 02 - Présentation OTBotb
 
Madagascar2011 - 10 - OTB Object Based Image Analysis
Madagascar2011 - 10 -  OTB Object Based Image AnalysisMadagascar2011 - 10 -  OTB Object Based Image Analysis
Madagascar2011 - 10 - OTB Object Based Image Analysisotb
 
AUF 11 - 02 Geometrie
AUF 11 - 02 GeometrieAUF 11 - 02 Geometrie
AUF 11 - 02 Geometrieotb
 
AUF 11 - 03 Radiometrie
AUF 11 - 03 RadiometrieAUF 11 - 03 Radiometrie
AUF 11 - 03 Radiometrieotb
 
AUF 11 - 04 Primitives
AUF 11 - 04 PrimitivesAUF 11 - 04 Primitives
AUF 11 - 04 Primitivesotb
 

Mais de otb (14)

Présentation de l'ORFEO ToolBox au FROG2013
Présentation de l'ORFEO ToolBox au FROG2013Présentation de l'ORFEO ToolBox au FROG2013
Présentation de l'ORFEO ToolBox au FROG2013
 
Pragmatic remote sensing handout
Pragmatic remote sensing handoutPragmatic remote sensing handout
Pragmatic remote sensing handout
 
Madagascar2011 - 09 OTB Change detection framework
Madagascar2011 - 09 OTB Change detection frameworkMadagascar2011 - 09 OTB Change detection framework
Madagascar2011 - 09 OTB Change detection framework
 
Madagascar2011 - 08 - OTB segmentation and classification
Madagascar2011 - 08 - OTB segmentation and classificationMadagascar2011 - 08 - OTB segmentation and classification
Madagascar2011 - 08 - OTB segmentation and classification
 
Madagascar2011 - 07 - OTB radiometry processing
Madagascar2011 - 07 -  OTB radiometry processingMadagascar2011 - 07 -  OTB radiometry processing
Madagascar2011 - 07 - OTB radiometry processing
 
Madagascar2011 - 06 - OTB geometry processing
Madagascar2011 - 06 - OTB geometry processingMadagascar2011 - 06 - OTB geometry processing
Madagascar2011 - 06 - OTB geometry processing
 
Madagascar2011 - 05 - Monteverdi first steps
Madagascar2011 - 05 - Monteverdi first stepsMadagascar2011 - 05 - Monteverdi first steps
Madagascar2011 - 05 - Monteverdi first steps
 
Madagascar2011 - 04 - Présentation configuration pratical work
Madagascar2011 - 04 - Présentation configuration pratical workMadagascar2011 - 04 - Présentation configuration pratical work
Madagascar2011 - 04 - Présentation configuration pratical work
 
Madagascar2011 - 03 - Présentation Monteverdi
Madagascar2011 - 03 - Présentation MonteverdiMadagascar2011 - 03 - Présentation Monteverdi
Madagascar2011 - 03 - Présentation Monteverdi
 
Madagascar2011 - 02 - Présentation OTB
Madagascar2011 - 02 - Présentation OTBMadagascar2011 - 02 - Présentation OTB
Madagascar2011 - 02 - Présentation OTB
 
Madagascar2011 - 10 - OTB Object Based Image Analysis
Madagascar2011 - 10 -  OTB Object Based Image AnalysisMadagascar2011 - 10 -  OTB Object Based Image Analysis
Madagascar2011 - 10 - OTB Object Based Image Analysis
 
AUF 11 - 02 Geometrie
AUF 11 - 02 GeometrieAUF 11 - 02 Geometrie
AUF 11 - 02 Geometrie
 
AUF 11 - 03 Radiometrie
AUF 11 - 03 RadiometrieAUF 11 - 03 Radiometrie
AUF 11 - 03 Radiometrie
 
AUF 11 - 04 Primitives
AUF 11 - 04 PrimitivesAUF 11 - 04 Primitives
AUF 11 - 04 Primitives
 

Último

Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024SynarionITSolutions
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businesspanagenda
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobeapidays
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUK Journal
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...DianaGray10
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingEdi Saputra
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 

Último (20)

Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024Top 10 Most Downloaded Games on Play Store in 2024
Top 10 Most Downloaded Games on Play Store in 2024
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
Why Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire businessWhy Teams call analytics are critical to your entire business
Why Teams call analytics are critical to your entire business
 
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, AdobeApidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe
 
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdfUnderstanding Discord NSFW Servers A Guide for Responsible Users.pdf
Understanding Discord NSFW Servers A Guide for Responsible Users.pdf
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
Connector Corner: Accelerate revenue generation using UiPath API-centric busi...
 
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost SavingRepurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
Repurposing LNG terminals for Hydrogen Ammonia: Feasibility and Cost Saving
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 

Monteverdi 2.0 - Remote sensing software for Pleiades images analysis