SlideShare ist ein Scribd-Unternehmen logo
1 von 21
Downloaden Sie, um offline zu lesen
Classificando Documentos com
Computer Vision API e Python
LetĂ­cia S. Pedroso
Data Scientist- BRQ Digital Solutions
Formação: Anålise e Desenvolvimento de Sistemas (FATEC-MC)
LeticiaSPedroso
linkedin.com/in/letĂ­cia-pedroso-b062b698
VisĂŁo Computacional, o que Ă©?
Analyze an image
https://azure.microsoft.com/pt-br/services/cognitive-services/computer-vision/
Read text in images
https://azure.microsoft.com/pt-br/services/cognitive-services/computer-vision/
Preview: Read handwritten text from images
https://azure.microsoft.com/pt-br/services/cognitive-services/computer-vision/
https://azure.microsoft.com/pt-br/services/cognitive-services/custom-vision-service/
Classificar raças de cachorros
Machine Learning
http://www.global-engage.com/life-science/deep-learning-in-digital-pathology/
Rede Neural Simples
Simple Neural Network
Rede Neural de Aprendizagem Profunda
Deep Learning Neural Network
Dataset
Upload
http://vision.stanford.edu/aditya86/ImageNetDogs/
Treinar o Modelo
Hora de Testar o modelo
Demonstração
Material para Estudo
‱ Dataset dogs: http://vision.stanford.edu/aditya86/ImageNetDogs/
‱ API: https://www.customvision.ai/
Obrigada!
LeticiaSPedroso
linkedin.com/in/letĂ­cia-pedroso-b062b698

Weitere Àhnliche Inhalte

Ähnlich wie Classificando documentos com computer vision api e python

IOT y el Data Analytics
IOT y el Data AnalyticsIOT y el Data Analytics
IOT y el Data Analyticsnnakasone
 
[Connect(); // Japan 2016] Microsoft た AI 開ç™șæœ€æ–°ă‚ąăƒƒăƒ—ăƒ‡ăƒŒăƒˆ  Cognitive Services からA...
[Connect(); // Japan 2016] Microsoft た AI 開ç™șæœ€æ–°ă‚ąăƒƒăƒ—ăƒ‡ăƒŒăƒˆ  Cognitive Services からA...[Connect(); // Japan 2016] Microsoft た AI 開ç™șæœ€æ–°ă‚ąăƒƒăƒ—ăƒ‡ăƒŒăƒˆ  Cognitive Services からA...
[Connect(); // Japan 2016] Microsoft た AI 開ç™șæœ€æ–°ă‚ąăƒƒăƒ—ăƒ‡ăƒŒăƒˆ  Cognitive Services からA...Naoki (Neo) SATO
 
2019 04-13 ai for .net developers (fwdays)
2019 04-13 ai for .net developers (fwdays)2019 04-13 ai for .net developers (fwdays)
2019 04-13 ai for .net developers (fwdays)Oleksandr Krakovetskyi
 
Oleksander Krakovetskyi "Artificial Intelligence and Machine Learning for .NE...
Oleksander Krakovetskyi "Artificial Intelligence and Machine Learning for .NE...Oleksander Krakovetskyi "Artificial Intelligence and Machine Learning for .NE...
Oleksander Krakovetskyi "Artificial Intelligence and Machine Learning for .NE...Fwdays
 
Computer vision and face recognition using python
Computer vision and face recognition using pythonComputer vision and face recognition using python
Computer vision and face recognition using pythonRatnakar Pandey
 
MSPInspire - Azure ML and Power BI
MSPInspire - Azure ML and Power BIMSPInspire - Azure ML and Power BI
MSPInspire - Azure ML and Power BIOrlando Mariano
 
Demopalooza - Get started infusing AI into your applications today
Demopalooza - Get started infusing AI into your applications todayDemopalooza - Get started infusing AI into your applications today
Demopalooza - Get started infusing AI into your applications todayMicrosoft Tech Community
 
IT Recruiter's Mind Maps - Booklet Preview
IT Recruiter's Mind Maps - Booklet PreviewIT Recruiter's Mind Maps - Booklet Preview
IT Recruiter's Mind Maps - Booklet PreviewMichal Juhas
 
Tech talk - Microsoft A.I.
Tech talk - Microsoft A.I.Tech talk - Microsoft A.I.
Tech talk - Microsoft A.I.Cheah Eng Soon
 
Mentoring para prova MTA - Fundamento de Banco de Dados
Mentoring para prova MTA - Fundamento de Banco de DadosMentoring para prova MTA - Fundamento de Banco de Dados
Mentoring para prova MTA - Fundamento de Banco de DadosRodrigo Dornel
 
AI NOTES.docx
AI NOTES.docxAI NOTES.docx
AI NOTES.docxgfgcmagadi
 
Microsoft AI Overview: Cognitive Services
Microsoft AI Overview: Cognitive ServicesMicrosoft AI Overview: Cognitive Services
Microsoft AI Overview: Cognitive ServicesAI Leadership Institute
 
Reading UTC Launch Event
Reading UTC Launch EventReading UTC Launch Event
Reading UTC Launch EventLee Stott
 
Computer Vision Applications - White Paper
Computer Vision Applications - White Paper Computer Vision Applications - White Paper
Computer Vision Applications - White Paper Addepto
 
20160813 102-59-kim youngwook
20160813 102-59-kim youngwook20160813 102-59-kim youngwook
20160813 102-59-kim youngwookitproman35
 
Computer Vision - White Paper 2020
Computer Vision - White Paper 2020Computer Vision - White Paper 2020
Computer Vision - White Paper 2020AmandaAntoszewska
 
Utilization of Machine Learning in Computer Vision
Utilization of Machine Learning in Computer VisionUtilization of Machine Learning in Computer Vision
Utilization of Machine Learning in Computer VisionIRJET Journal
 
The Microsoft AI platform: a State of the Union
The Microsoft AI platform: a State of the UnionThe Microsoft AI platform: a State of the Union
The Microsoft AI platform: a State of the UnionMicrosoft Tech Community
 

Ähnlich wie Classificando documentos com computer vision api e python (20)

IOT y el Data Analytics
IOT y el Data AnalyticsIOT y el Data Analytics
IOT y el Data Analytics
 
Microsoft Cognitive Service, Tap into the Power of Machine Learning with Easy...
Microsoft Cognitive Service, Tap into the Power of Machine Learning with Easy...Microsoft Cognitive Service, Tap into the Power of Machine Learning with Easy...
Microsoft Cognitive Service, Tap into the Power of Machine Learning with Easy...
 
Information engineering
Information engineeringInformation engineering
Information engineering
 
[Connect(); // Japan 2016] Microsoft た AI 開ç™șæœ€æ–°ă‚ąăƒƒăƒ—ăƒ‡ăƒŒăƒˆ  Cognitive Services からA...
[Connect(); // Japan 2016] Microsoft た AI 開ç™șæœ€æ–°ă‚ąăƒƒăƒ—ăƒ‡ăƒŒăƒˆ  Cognitive Services からA...[Connect(); // Japan 2016] Microsoft た AI 開ç™șæœ€æ–°ă‚ąăƒƒăƒ—ăƒ‡ăƒŒăƒˆ  Cognitive Services からA...
[Connect(); // Japan 2016] Microsoft た AI 開ç™șæœ€æ–°ă‚ąăƒƒăƒ—ăƒ‡ăƒŒăƒˆ  Cognitive Services からA...
 
2019 04-13 ai for .net developers (fwdays)
2019 04-13 ai for .net developers (fwdays)2019 04-13 ai for .net developers (fwdays)
2019 04-13 ai for .net developers (fwdays)
 
Oleksander Krakovetskyi "Artificial Intelligence and Machine Learning for .NE...
Oleksander Krakovetskyi "Artificial Intelligence and Machine Learning for .NE...Oleksander Krakovetskyi "Artificial Intelligence and Machine Learning for .NE...
Oleksander Krakovetskyi "Artificial Intelligence and Machine Learning for .NE...
 
Computer vision and face recognition using python
Computer vision and face recognition using pythonComputer vision and face recognition using python
Computer vision and face recognition using python
 
MSPInspire - Azure ML and Power BI
MSPInspire - Azure ML and Power BIMSPInspire - Azure ML and Power BI
MSPInspire - Azure ML and Power BI
 
Demopalooza - Get started infusing AI into your applications today
Demopalooza - Get started infusing AI into your applications todayDemopalooza - Get started infusing AI into your applications today
Demopalooza - Get started infusing AI into your applications today
 
IT Recruiter's Mind Maps - Booklet Preview
IT Recruiter's Mind Maps - Booklet PreviewIT Recruiter's Mind Maps - Booklet Preview
IT Recruiter's Mind Maps - Booklet Preview
 
Tech talk - Microsoft A.I.
Tech talk - Microsoft A.I.Tech talk - Microsoft A.I.
Tech talk - Microsoft A.I.
 
Mentoring para prova MTA - Fundamento de Banco de Dados
Mentoring para prova MTA - Fundamento de Banco de DadosMentoring para prova MTA - Fundamento de Banco de Dados
Mentoring para prova MTA - Fundamento de Banco de Dados
 
AI NOTES.docx
AI NOTES.docxAI NOTES.docx
AI NOTES.docx
 
Microsoft AI Overview: Cognitive Services
Microsoft AI Overview: Cognitive ServicesMicrosoft AI Overview: Cognitive Services
Microsoft AI Overview: Cognitive Services
 
Reading UTC Launch Event
Reading UTC Launch EventReading UTC Launch Event
Reading UTC Launch Event
 
Computer Vision Applications - White Paper
Computer Vision Applications - White Paper Computer Vision Applications - White Paper
Computer Vision Applications - White Paper
 
20160813 102-59-kim youngwook
20160813 102-59-kim youngwook20160813 102-59-kim youngwook
20160813 102-59-kim youngwook
 
Computer Vision - White Paper 2020
Computer Vision - White Paper 2020Computer Vision - White Paper 2020
Computer Vision - White Paper 2020
 
Utilization of Machine Learning in Computer Vision
Utilization of Machine Learning in Computer VisionUtilization of Machine Learning in Computer Vision
Utilization of Machine Learning in Computer Vision
 
The Microsoft AI platform: a State of the Union
The Microsoft AI platform: a State of the UnionThe Microsoft AI platform: a State of the Union
The Microsoft AI platform: a State of the Union
 

KĂŒrzlich hochgeladen

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
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...apidays
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
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
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
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
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
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
 
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
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Enterprise Knowledge
 

KĂŒrzlich hochgeladen (20)

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...
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...Apidays New York 2024 - The value of a flexible API Management solution for O...
Apidays New York 2024 - The value of a flexible API Management solution for O...
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
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
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
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
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
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
 
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
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...Driving Behavioral Change for Information Management through Data-Driven Gree...
Driving Behavioral Change for Information Management through Data-Driven Gree...
 

Classificando documentos com computer vision api e python