SlideShare a Scribd company logo
Carla Vanesa Mamani Chavez
Luis Beltrán
• Microsoft MVP (AI, Developer Technologies, Azure)
• Researcher @ Tomás Bata University in Zlín
• Lecturer @ Tecnológico Nacional de México en
Celaya
@darkicebeam
luis@luisbeltran.mx
luisbeltran.mx
Agenda
• Introduction
• Azure Cognitive Services
• Azure Applied AI Services
• Form Recognizer
• Demo
• Final thoughts
Invoices Credit application
forms
Tax statements Banking forms
Medical forms Authorization forms Construction forms …
And other different
form types
Introduction
Machine Learning
• Data Science + Statistics
• It allows a computer to learn without being explicitly programmed.
• ML Models:
• Regression
• Classification
• Clustering
• Anomaly Detection
Vision
It allows your apps to
understand images and
videos, detecting faces
and feelings
Voice
Listen and identify users
through their voice,
develop apps that talk to
them, understand their
intention, filter noise.
Decision
Make smart decisions in
seconds by identifying
unwanted content, anomalies
and also create personalized
experiences
Language
It processes text and identifies
what users want.
Democratizing Artificial Intelligence
Azure Cognitive Services
microsoft.com/cognitive
Azure Applied AI Services
Form Recognizer Service
Data extraction in any business process that takes forms
and needs to generate structured data
No labeling required and only a handful of sample
documents are needed to train a model (5 forms)
1. Credit Card Application
Company
Applicant
IBANs
2. Handwritten data
Name
Job
Contact details
3. Invoice
Tables
Amount
Name
Address
Form Recognizer
Custom Pre-built
Document recognition can be...
Layout API
Custom Model
Demo
Benefits
• Save a significant amount of time on repetitive document reading and data
entry.
• Eliminate the manual data input error
• Automate workflows from start to finish by adding intelligent decision-making.
• Find and direct anomalous documents to a user for review
• Reduce time and costs, allowing employees to focus on more important tasks.
Pricing
Instance Document type Price (USD)
Free: web / container All $0: 0 – 500 pages free per month
S0: web / container Custom $50 per 1000 pages
S0: web / container Pre-built:
- Document
- Layout
- Receipt
- Invoice
- ID
- W-2
- Card (Insurance, Vaccine,
Business)
$10 per 1000 pages
Learn more at…
Form Recognizer Documentation
https://docs.microsoft.com/en-us/azure/applied-ai-services/form-recognizer/
Microsoft Learn: Introduction to Form Recognizer
https://docs.microsoft.com/en-us/learn/modules/intro-to-form-recognizer/
Form Recognizer Studio
https://formrecognizer.appliedai.azure.com/studio
Thank you for your attention!
Luis Beltrán
https://about.me/luis-beltran
Carla Mamani
https://linktr.ee/carlychavez1

More Related Content

What's hot

Leveraging Generative AI & Best practices
Leveraging Generative AI & Best practicesLeveraging Generative AI & Best practices
Leveraging Generative AI & Best practices
DianaGray10
 
How will development change with LLMs
How will development change with LLMsHow will development change with LLMs
How will development change with LLMs
Microsoft, InfuseAI, Appier, IBM, KaiOS
 
AI and ML Series - Leveraging Generative AI and LLMs Using the UiPath Platfor...
AI and ML Series - Leveraging Generative AI and LLMs Using the UiPath Platfor...AI and ML Series - Leveraging Generative AI and LLMs Using the UiPath Platfor...
AI and ML Series - Leveraging Generative AI and LLMs Using the UiPath Platfor...
DianaGray10
 
Melbourne UG Presentation - UI Flow for Power Automate
Melbourne UG Presentation - UI Flow for Power AutomateMelbourne UG Presentation - UI Flow for Power Automate
Melbourne UG Presentation - UI Flow for Power Automate
Andre Margono
 
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
Jouko Nyholm
 
introduction Azure OpenAI by Usama wahab khan
introduction  Azure OpenAI by Usama wahab khanintroduction  Azure OpenAI by Usama wahab khan
introduction Azure OpenAI by Usama wahab khan
Usama Wahab Khan Cloud, Data and AI
 
[Machine Learning 15minutes! #61] Azure OpenAI Service
[Machine Learning 15minutes! #61] Azure OpenAI Service[Machine Learning 15minutes! #61] Azure OpenAI Service
[Machine Learning 15minutes! #61] Azure OpenAI Service
Naoki (Neo) SATO
 
Microsoft Power BI Overview
Microsoft Power BI OverviewMicrosoft Power BI Overview
Microsoft Power BI Overview
David J Rosenthal
 
𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: 𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠 𝐇𝐨𝐰 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐞𝐬 𝐚𝐧𝐝 𝐎𝐩𝐞𝐫𝐚𝐭𝐞𝐬
𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: 𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠 𝐇𝐨𝐰 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐞𝐬 𝐚𝐧𝐝 𝐎𝐩𝐞𝐫𝐚𝐭𝐞𝐬𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: 𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠 𝐇𝐨𝐰 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐞𝐬 𝐚𝐧𝐝 𝐎𝐩𝐞𝐫𝐚𝐭𝐞𝐬
𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: 𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠 𝐇𝐨𝐰 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐞𝐬 𝐚𝐧𝐝 𝐎𝐩𝐞𝐫𝐚𝐭𝐞𝐬
VINCI Digital - Industrial IoT (IIoT) Strategic Advisory
 
AI and ML Series - Introduction to Generative AI and LLMs - Session 1
AI and ML Series - Introduction to Generative AI and LLMs - Session 1AI and ML Series - Introduction to Generative AI and LLMs - Session 1
AI and ML Series - Introduction to Generative AI and LLMs - Session 1
DianaGray10
 
Microsoft Build 2023 Updates – Copilot Stack and Azure OpenAI Service (Machin...
Microsoft Build 2023 Updates – Copilot Stack and Azure OpenAI Service (Machin...Microsoft Build 2023 Updates – Copilot Stack and Azure OpenAI Service (Machin...
Microsoft Build 2023 Updates – Copilot Stack and Azure OpenAI Service (Machin...
Naoki (Neo) SATO
 
AzureOpenAI.pptx
AzureOpenAI.pptxAzureOpenAI.pptx
AzureOpenAI.pptx
Udaiappa Ramachandran
 
Machine Learning Platformization & AutoML: Adopting ML at Scale in the Enterp...
Machine Learning Platformization & AutoML: Adopting ML at Scale in the Enterp...Machine Learning Platformization & AutoML: Adopting ML at Scale in the Enterp...
Machine Learning Platformization & AutoML: Adopting ML at Scale in the Enterp...
Ed Fernandez
 
Azure purview
Azure purviewAzure purview
Azure purview
Shafqat Turza
 
Databricks Platform.pptx
Databricks Platform.pptxDatabricks Platform.pptx
Databricks Platform.pptx
Alex Ivy
 
Generative AI
Generative AIGenerative AI
Generative AI
Carlos J. Costa
 
Power bi overview
Power bi overview Power bi overview
Power bi overview
Kiki Noviandi
 
Rahat Yasir: Enterprise Data & AI Strategy & Platform Designing
Rahat Yasir: Enterprise Data & AI Strategy & Platform DesigningRahat Yasir: Enterprise Data & AI Strategy & Platform Designing
Rahat Yasir: Enterprise Data & AI Strategy & Platform Designing
Lviv Startup Club
 
F17_Unified Governance for Power Automate, Power Apps, Power BI
F17_Unified Governance for Power Automate, Power Apps,  Power BIF17_Unified Governance for Power Automate, Power Apps,  Power BI
F17_Unified Governance for Power Automate, Power Apps, Power BI
serge luca
 
Power BI: From the Basics
Power BI: From the BasicsPower BI: From the Basics
Power BI: From the Basics
Nikkia Carter
 

What's hot (20)

Leveraging Generative AI & Best practices
Leveraging Generative AI & Best practicesLeveraging Generative AI & Best practices
Leveraging Generative AI & Best practices
 
How will development change with LLMs
How will development change with LLMsHow will development change with LLMs
How will development change with LLMs
 
AI and ML Series - Leveraging Generative AI and LLMs Using the UiPath Platfor...
AI and ML Series - Leveraging Generative AI and LLMs Using the UiPath Platfor...AI and ML Series - Leveraging Generative AI and LLMs Using the UiPath Platfor...
AI and ML Series - Leveraging Generative AI and LLMs Using the UiPath Platfor...
 
Melbourne UG Presentation - UI Flow for Power Automate
Melbourne UG Presentation - UI Flow for Power AutomateMelbourne UG Presentation - UI Flow for Power Automate
Melbourne UG Presentation - UI Flow for Power Automate
 
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
Power BI Governance and Development Best Practices - Presentation at #MSBIFI ...
 
introduction Azure OpenAI by Usama wahab khan
introduction  Azure OpenAI by Usama wahab khanintroduction  Azure OpenAI by Usama wahab khan
introduction Azure OpenAI by Usama wahab khan
 
[Machine Learning 15minutes! #61] Azure OpenAI Service
[Machine Learning 15minutes! #61] Azure OpenAI Service[Machine Learning 15minutes! #61] Azure OpenAI Service
[Machine Learning 15minutes! #61] Azure OpenAI Service
 
Microsoft Power BI Overview
Microsoft Power BI OverviewMicrosoft Power BI Overview
Microsoft Power BI Overview
 
𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: 𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠 𝐇𝐨𝐰 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐞𝐬 𝐚𝐧𝐝 𝐎𝐩𝐞𝐫𝐚𝐭𝐞𝐬
𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: 𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠 𝐇𝐨𝐰 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐞𝐬 𝐚𝐧𝐝 𝐎𝐩𝐞𝐫𝐚𝐭𝐞𝐬𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: 𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠 𝐇𝐨𝐰 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐞𝐬 𝐚𝐧𝐝 𝐎𝐩𝐞𝐫𝐚𝐭𝐞𝐬
𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐀𝐈: 𝐂𝐡𝐚𝐧𝐠𝐢𝐧𝐠 𝐇𝐨𝐰 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐞𝐬 𝐚𝐧𝐝 𝐎𝐩𝐞𝐫𝐚𝐭𝐞𝐬
 
AI and ML Series - Introduction to Generative AI and LLMs - Session 1
AI and ML Series - Introduction to Generative AI and LLMs - Session 1AI and ML Series - Introduction to Generative AI and LLMs - Session 1
AI and ML Series - Introduction to Generative AI and LLMs - Session 1
 
Microsoft Build 2023 Updates – Copilot Stack and Azure OpenAI Service (Machin...
Microsoft Build 2023 Updates – Copilot Stack and Azure OpenAI Service (Machin...Microsoft Build 2023 Updates – Copilot Stack and Azure OpenAI Service (Machin...
Microsoft Build 2023 Updates – Copilot Stack and Azure OpenAI Service (Machin...
 
AzureOpenAI.pptx
AzureOpenAI.pptxAzureOpenAI.pptx
AzureOpenAI.pptx
 
Machine Learning Platformization & AutoML: Adopting ML at Scale in the Enterp...
Machine Learning Platformization & AutoML: Adopting ML at Scale in the Enterp...Machine Learning Platformization & AutoML: Adopting ML at Scale in the Enterp...
Machine Learning Platformization & AutoML: Adopting ML at Scale in the Enterp...
 
Azure purview
Azure purviewAzure purview
Azure purview
 
Databricks Platform.pptx
Databricks Platform.pptxDatabricks Platform.pptx
Databricks Platform.pptx
 
Generative AI
Generative AIGenerative AI
Generative AI
 
Power bi overview
Power bi overview Power bi overview
Power bi overview
 
Rahat Yasir: Enterprise Data & AI Strategy & Platform Designing
Rahat Yasir: Enterprise Data & AI Strategy & Platform DesigningRahat Yasir: Enterprise Data & AI Strategy & Platform Designing
Rahat Yasir: Enterprise Data & AI Strategy & Platform Designing
 
F17_Unified Governance for Power Automate, Power Apps, Power BI
F17_Unified Governance for Power Automate, Power Apps,  Power BIF17_Unified Governance for Power Automate, Power Apps,  Power BI
F17_Unified Governance for Power Automate, Power Apps, Power BI
 
Power BI: From the Basics
Power BI: From the BasicsPower BI: From the Basics
Power BI: From the Basics
 

Similar to Understanding your documents with Form Recognizer.pptx

4 Ways AI Can Help Your Small Business
4 Ways AI Can Help Your Small Business4 Ways AI Can Help Your Small Business
4 Ways AI Can Help Your Small Business
Keita Broadwater
 
SharePoint Saturday Warsaw - Conversational AI applications in Microsoft Teams
SharePoint Saturday Warsaw - Conversational AI applications in Microsoft TeamsSharePoint Saturday Warsaw - Conversational AI applications in Microsoft Teams
SharePoint Saturday Warsaw - Conversational AI applications in Microsoft Teams
Thomas Gölles
 
Aws mining intelligent_insights_with_machine_learning_financial_services_e_book
Aws mining intelligent_insights_with_machine_learning_financial_services_e_bookAws mining intelligent_insights_with_machine_learning_financial_services_e_book
Aws mining intelligent_insights_with_machine_learning_financial_services_e_book
amir527123
 
Mining insights with ease: Artificial Intelligence and Machine Learning for F...
Mining insights with ease: Artificial Intelligence and Machine Learning for F...Mining insights with ease: Artificial Intelligence and Machine Learning for F...
Mining insights with ease: Artificial Intelligence and Machine Learning for F...
Amazon Web Services
 
Enterprise Content Sharing Bots & AI
Enterprise Content Sharing Bots & AIEnterprise Content Sharing Bots & AI
Enterprise Content Sharing Bots & AI
Sam Fernando
 
Intro to inflooens best mortgage loan origination system
Intro to inflooens   best mortgage loan origination systemIntro to inflooens   best mortgage loan origination system
Intro to inflooens best mortgage loan origination system
inflooens
 
DU PPT (1).pptx
DU PPT (1).pptxDU PPT (1).pptx
DU PPT (1).pptx
Rohit Radhakrishnan
 
ESPC19: What is the cdm and how to use it?
ESPC19: What is the cdm and how to use it?ESPC19: What is the cdm and how to use it?
ESPC19: What is the cdm and how to use it?
Nicolas Georgeault
 
Mat Velloso - Bots in the real world
Mat Velloso - Bots in the real worldMat Velloso - Bots in the real world
Mat Velloso - Bots in the real world
Web à Québec
 
CIS14: Identity at Scale: Building from the Ground Up
CIS14: Identity at Scale: Building from the Ground UpCIS14: Identity at Scale: Building from the Ground Up
CIS14: Identity at Scale: Building from the Ground Up
CloudIDSummit
 
Abidin, zainal IBM Software "Data is a New Oil"
Abidin, zainal  IBM Software "Data is a New Oil"Abidin, zainal  IBM Software "Data is a New Oil"
Abidin, zainal IBM Software "Data is a New Oil"
Zainal Abidin
 
Moving To MicroServices
Moving To MicroServicesMoving To MicroServices
Moving To MicroServices
David Walker
 
Step by step AI Day 3: AI Technologies
Step by step AI Day 3: AI TechnologiesStep by step AI Day 3: AI Technologies
Step by step AI Day 3: AI Technologies
Martin Polozadeh
 
Dinesh Chandra CV
Dinesh Chandra CVDinesh Chandra CV
Dinesh Chandra CV
Dinesh Chandra
 
Smart Process Automation - Connected Brains 2018
Smart Process Automation - Connected Brains 2018Smart Process Automation - Connected Brains 2018
Smart Process Automation - Connected Brains 2018
LoQutus
 
How to analyze text data with Named Entity Recognition
How to analyze text data with Named Entity RecognitionHow to analyze text data with Named Entity Recognition
How to analyze text data with Named Entity Recognition
Skyl.ai
 
Gold Loan Software | Gold Loan Management Software
Gold Loan Software | Gold Loan Management SoftwareGold Loan Software | Gold Loan Management Software
Gold Loan Software | Gold Loan Management Software
Xentric Technologies Private Limited
 
Intelligent Decision Dimensions for Banking in English and Azerbaijani
Intelligent Decision Dimensions for Banking in English and AzerbaijaniIntelligent Decision Dimensions for Banking in English and Azerbaijani
Intelligent Decision Dimensions for Banking in English and Azerbaijani
Tatiana Kojar
 
How to analyze text data for AI and ML with Named Entity Recognition
How to analyze text data for AI and ML with Named Entity RecognitionHow to analyze text data for AI and ML with Named Entity Recognition
How to analyze text data for AI and ML with Named Entity Recognition
Skyl.ai
 
Functionalities in AI Applications and Use Cases (OECD)
Functionalities in AI Applications and Use Cases (OECD)Functionalities in AI Applications and Use Cases (OECD)
Functionalities in AI Applications and Use Cases (OECD)
AnandSRao1962
 

Similar to Understanding your documents with Form Recognizer.pptx (20)

4 Ways AI Can Help Your Small Business
4 Ways AI Can Help Your Small Business4 Ways AI Can Help Your Small Business
4 Ways AI Can Help Your Small Business
 
SharePoint Saturday Warsaw - Conversational AI applications in Microsoft Teams
SharePoint Saturday Warsaw - Conversational AI applications in Microsoft TeamsSharePoint Saturday Warsaw - Conversational AI applications in Microsoft Teams
SharePoint Saturday Warsaw - Conversational AI applications in Microsoft Teams
 
Aws mining intelligent_insights_with_machine_learning_financial_services_e_book
Aws mining intelligent_insights_with_machine_learning_financial_services_e_bookAws mining intelligent_insights_with_machine_learning_financial_services_e_book
Aws mining intelligent_insights_with_machine_learning_financial_services_e_book
 
Mining insights with ease: Artificial Intelligence and Machine Learning for F...
Mining insights with ease: Artificial Intelligence and Machine Learning for F...Mining insights with ease: Artificial Intelligence and Machine Learning for F...
Mining insights with ease: Artificial Intelligence and Machine Learning for F...
 
Enterprise Content Sharing Bots & AI
Enterprise Content Sharing Bots & AIEnterprise Content Sharing Bots & AI
Enterprise Content Sharing Bots & AI
 
Intro to inflooens best mortgage loan origination system
Intro to inflooens   best mortgage loan origination systemIntro to inflooens   best mortgage loan origination system
Intro to inflooens best mortgage loan origination system
 
DU PPT (1).pptx
DU PPT (1).pptxDU PPT (1).pptx
DU PPT (1).pptx
 
ESPC19: What is the cdm and how to use it?
ESPC19: What is the cdm and how to use it?ESPC19: What is the cdm and how to use it?
ESPC19: What is the cdm and how to use it?
 
Mat Velloso - Bots in the real world
Mat Velloso - Bots in the real worldMat Velloso - Bots in the real world
Mat Velloso - Bots in the real world
 
CIS14: Identity at Scale: Building from the Ground Up
CIS14: Identity at Scale: Building from the Ground UpCIS14: Identity at Scale: Building from the Ground Up
CIS14: Identity at Scale: Building from the Ground Up
 
Abidin, zainal IBM Software "Data is a New Oil"
Abidin, zainal  IBM Software "Data is a New Oil"Abidin, zainal  IBM Software "Data is a New Oil"
Abidin, zainal IBM Software "Data is a New Oil"
 
Moving To MicroServices
Moving To MicroServicesMoving To MicroServices
Moving To MicroServices
 
Step by step AI Day 3: AI Technologies
Step by step AI Day 3: AI TechnologiesStep by step AI Day 3: AI Technologies
Step by step AI Day 3: AI Technologies
 
Dinesh Chandra CV
Dinesh Chandra CVDinesh Chandra CV
Dinesh Chandra CV
 
Smart Process Automation - Connected Brains 2018
Smart Process Automation - Connected Brains 2018Smart Process Automation - Connected Brains 2018
Smart Process Automation - Connected Brains 2018
 
How to analyze text data with Named Entity Recognition
How to analyze text data with Named Entity RecognitionHow to analyze text data with Named Entity Recognition
How to analyze text data with Named Entity Recognition
 
Gold Loan Software | Gold Loan Management Software
Gold Loan Software | Gold Loan Management SoftwareGold Loan Software | Gold Loan Management Software
Gold Loan Software | Gold Loan Management Software
 
Intelligent Decision Dimensions for Banking in English and Azerbaijani
Intelligent Decision Dimensions for Banking in English and AzerbaijaniIntelligent Decision Dimensions for Banking in English and Azerbaijani
Intelligent Decision Dimensions for Banking in English and Azerbaijani
 
How to analyze text data for AI and ML with Named Entity Recognition
How to analyze text data for AI and ML with Named Entity RecognitionHow to analyze text data for AI and ML with Named Entity Recognition
How to analyze text data for AI and ML with Named Entity Recognition
 
Functionalities in AI Applications and Use Cases (OECD)
Functionalities in AI Applications and Use Cases (OECD)Functionalities in AI Applications and Use Cases (OECD)
Functionalities in AI Applications and Use Cases (OECD)
 

More from Luis775803

TalentLand - Entendiendo tus documentos con Azure Form Recognizer.pptx
TalentLand - Entendiendo tus documentos con Azure Form Recognizer.pptxTalentLand - Entendiendo tus documentos con Azure Form Recognizer.pptx
TalentLand - Entendiendo tus documentos con Azure Form Recognizer.pptx
Luis775803
 
IA Conversacional con Power Virtual Agents.pptx
IA Conversacional con Power Virtual Agents.pptxIA Conversacional con Power Virtual Agents.pptx
IA Conversacional con Power Virtual Agents.pptx
Luis775803
 
Colombia Cloud Bootcamp - IA y Accesibilidad Pronunciation Assessment.pptx
Colombia Cloud Bootcamp - IA y Accesibilidad Pronunciation Assessment.pptxColombia Cloud Bootcamp - IA y Accesibilidad Pronunciation Assessment.pptx
Colombia Cloud Bootcamp - IA y Accesibilidad Pronunciation Assessment.pptx
Luis775803
 
STEMWeek - Entendiendo tus documentos con Azure Form Recognizer.pptx
STEMWeek - Entendiendo tus documentos con Azure Form Recognizer.pptxSTEMWeek - Entendiendo tus documentos con Azure Form Recognizer.pptx
STEMWeek - Entendiendo tus documentos con Azure Form Recognizer.pptx
Luis775803
 
Student Summit - Conoce más sobre mi carrera en IA y Datos.pptx
Student Summit - Conoce más sobre mi carrera en IA y Datos.pptxStudent Summit - Conoce más sobre mi carrera en IA y Datos.pptx
Student Summit - Conoce más sobre mi carrera en IA y Datos.pptx
Luis775803
 
Gira Speaker Latam - IA y Accesibilidad con Pronunciation Assessment.pptx
Gira Speaker Latam - IA y Accesibilidad con Pronunciation Assessment.pptxGira Speaker Latam - IA y Accesibilidad con Pronunciation Assessment.pptx
Gira Speaker Latam - IA y Accesibilidad con Pronunciation Assessment.pptx
Luis775803
 
Build After Party Bolivia - Hugging Face on Azure.pptx
Build After Party Bolivia - Hugging Face on Azure.pptxBuild After Party Bolivia - Hugging Face on Azure.pptx
Build After Party Bolivia - Hugging Face on Azure.pptx
Luis775803
 
Microsoft Reactor - Creando un modelo de Regresión con Azure Machine Learnin...
Microsoft Reactor - Creando un modelo de Regresión con Azure Machine Learnin...Microsoft Reactor - Creando un modelo de Regresión con Azure Machine Learnin...
Microsoft Reactor - Creando un modelo de Regresión con Azure Machine Learnin...
Luis775803
 
Introduction to .NET MAUI.pdf
Introduction to .NET MAUI.pdfIntroduction to .NET MAUI.pdf
Introduction to .NET MAUI.pdf
Luis775803
 
SISWeek Creando un sistema de reconocimiento facial con Face API.pptx
SISWeek Creando un sistema de reconocimiento facial con Face API.pptxSISWeek Creando un sistema de reconocimiento facial con Face API.pptx
SISWeek Creando un sistema de reconocimiento facial con Face API.pptx
Luis775803
 
Azure Guatemala.pptx
Azure Guatemala.pptxAzure Guatemala.pptx
Azure Guatemala.pptx
Luis775803
 
Conoce las novedades de .NET MAUI en .NET 7.pptx
Conoce las novedades de .NET MAUI en .NET 7.pptxConoce las novedades de .NET MAUI en .NET 7.pptx
Conoce las novedades de .NET MAUI en .NET 7.pptx
Luis775803
 
GAIB Philippines - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Philippines - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptxGAIB Philippines - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Philippines - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
Luis775803
 
Power BI Summit 2023 - Embedding PowerBI reports in .NET MAUI mobile apps.pptx
Power BI Summit 2023 - Embedding PowerBI reports in .NET MAUI mobile apps.pptxPower BI Summit 2023 - Embedding PowerBI reports in .NET MAUI mobile apps.pptx
Power BI Summit 2023 - Embedding PowerBI reports in .NET MAUI mobile apps.pptx
Luis775803
 
Towards Responsible AI - Global AI Student Conference 2022.pptx
Towards Responsible AI - Global AI Student Conference 2022.pptxTowards Responsible AI - Global AI Student Conference 2022.pptx
Towards Responsible AI - Global AI Student Conference 2022.pptx
Luis775803
 
Mes de Datos Ciencia de Datos a otro nivel con Azure Machine Learning.pptx
Mes de Datos Ciencia de Datos a otro nivel con Azure Machine Learning.pptxMes de Datos Ciencia de Datos a otro nivel con Azure Machine Learning.pptx
Mes de Datos Ciencia de Datos a otro nivel con Azure Machine Learning.pptx
Luis775803
 
GAIB Germany - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Germany - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptxGAIB Germany - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Germany - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
Luis775803
 
Platzi Azure.pptx
Platzi Azure.pptxPlatzi Azure.pptx
Platzi Azure.pptx
Luis775803
 
GAIB Latam - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Latam - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptxGAIB Latam - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Latam - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
Luis775803
 
Virtual Azure Community Day - Workloads de búsqueda full-text Azure Search.pptx
Virtual Azure Community Day - Workloads de búsqueda full-text Azure Search.pptxVirtual Azure Community Day - Workloads de búsqueda full-text Azure Search.pptx
Virtual Azure Community Day - Workloads de búsqueda full-text Azure Search.pptx
Luis775803
 

More from Luis775803 (20)

TalentLand - Entendiendo tus documentos con Azure Form Recognizer.pptx
TalentLand - Entendiendo tus documentos con Azure Form Recognizer.pptxTalentLand - Entendiendo tus documentos con Azure Form Recognizer.pptx
TalentLand - Entendiendo tus documentos con Azure Form Recognizer.pptx
 
IA Conversacional con Power Virtual Agents.pptx
IA Conversacional con Power Virtual Agents.pptxIA Conversacional con Power Virtual Agents.pptx
IA Conversacional con Power Virtual Agents.pptx
 
Colombia Cloud Bootcamp - IA y Accesibilidad Pronunciation Assessment.pptx
Colombia Cloud Bootcamp - IA y Accesibilidad Pronunciation Assessment.pptxColombia Cloud Bootcamp - IA y Accesibilidad Pronunciation Assessment.pptx
Colombia Cloud Bootcamp - IA y Accesibilidad Pronunciation Assessment.pptx
 
STEMWeek - Entendiendo tus documentos con Azure Form Recognizer.pptx
STEMWeek - Entendiendo tus documentos con Azure Form Recognizer.pptxSTEMWeek - Entendiendo tus documentos con Azure Form Recognizer.pptx
STEMWeek - Entendiendo tus documentos con Azure Form Recognizer.pptx
 
Student Summit - Conoce más sobre mi carrera en IA y Datos.pptx
Student Summit - Conoce más sobre mi carrera en IA y Datos.pptxStudent Summit - Conoce más sobre mi carrera en IA y Datos.pptx
Student Summit - Conoce más sobre mi carrera en IA y Datos.pptx
 
Gira Speaker Latam - IA y Accesibilidad con Pronunciation Assessment.pptx
Gira Speaker Latam - IA y Accesibilidad con Pronunciation Assessment.pptxGira Speaker Latam - IA y Accesibilidad con Pronunciation Assessment.pptx
Gira Speaker Latam - IA y Accesibilidad con Pronunciation Assessment.pptx
 
Build After Party Bolivia - Hugging Face on Azure.pptx
Build After Party Bolivia - Hugging Face on Azure.pptxBuild After Party Bolivia - Hugging Face on Azure.pptx
Build After Party Bolivia - Hugging Face on Azure.pptx
 
Microsoft Reactor - Creando un modelo de Regresión con Azure Machine Learnin...
Microsoft Reactor - Creando un modelo de Regresión con Azure Machine Learnin...Microsoft Reactor - Creando un modelo de Regresión con Azure Machine Learnin...
Microsoft Reactor - Creando un modelo de Regresión con Azure Machine Learnin...
 
Introduction to .NET MAUI.pdf
Introduction to .NET MAUI.pdfIntroduction to .NET MAUI.pdf
Introduction to .NET MAUI.pdf
 
SISWeek Creando un sistema de reconocimiento facial con Face API.pptx
SISWeek Creando un sistema de reconocimiento facial con Face API.pptxSISWeek Creando un sistema de reconocimiento facial con Face API.pptx
SISWeek Creando un sistema de reconocimiento facial con Face API.pptx
 
Azure Guatemala.pptx
Azure Guatemala.pptxAzure Guatemala.pptx
Azure Guatemala.pptx
 
Conoce las novedades de .NET MAUI en .NET 7.pptx
Conoce las novedades de .NET MAUI en .NET 7.pptxConoce las novedades de .NET MAUI en .NET 7.pptx
Conoce las novedades de .NET MAUI en .NET 7.pptx
 
GAIB Philippines - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Philippines - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptxGAIB Philippines - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Philippines - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
 
Power BI Summit 2023 - Embedding PowerBI reports in .NET MAUI mobile apps.pptx
Power BI Summit 2023 - Embedding PowerBI reports in .NET MAUI mobile apps.pptxPower BI Summit 2023 - Embedding PowerBI reports in .NET MAUI mobile apps.pptx
Power BI Summit 2023 - Embedding PowerBI reports in .NET MAUI mobile apps.pptx
 
Towards Responsible AI - Global AI Student Conference 2022.pptx
Towards Responsible AI - Global AI Student Conference 2022.pptxTowards Responsible AI - Global AI Student Conference 2022.pptx
Towards Responsible AI - Global AI Student Conference 2022.pptx
 
Mes de Datos Ciencia de Datos a otro nivel con Azure Machine Learning.pptx
Mes de Datos Ciencia de Datos a otro nivel con Azure Machine Learning.pptxMes de Datos Ciencia de Datos a otro nivel con Azure Machine Learning.pptx
Mes de Datos Ciencia de Datos a otro nivel con Azure Machine Learning.pptx
 
GAIB Germany - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Germany - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptxGAIB Germany - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Germany - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
 
Platzi Azure.pptx
Platzi Azure.pptxPlatzi Azure.pptx
Platzi Azure.pptx
 
GAIB Latam - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Latam - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptxGAIB Latam - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
GAIB Latam - Tailoring OpenAI’s GPT-3 to suit your specific needs.pptx
 
Virtual Azure Community Day - Workloads de búsqueda full-text Azure Search.pptx
Virtual Azure Community Day - Workloads de búsqueda full-text Azure Search.pptxVirtual Azure Community Day - Workloads de búsqueda full-text Azure Search.pptx
Virtual Azure Community Day - Workloads de búsqueda full-text Azure Search.pptx
 

Recently uploaded

Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
Trusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process MiningTrusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process Mining
LucaBarbaro3
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
Alex Pruden
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
DanBrown980551
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
shyamraj55
 
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
alexjohnson7307
 
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Tatiana Kojar
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
Brandon Minnick, MBA
 
Public CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptxPublic CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptx
marufrahmanstratejm
 
AWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptxAWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptx
HarisZaheer8
 
Fueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte WebinarFueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte Webinar
Zilliz
 
Skybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoptionSkybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoption
Tatiana Kojar
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
MichaelKnudsen27
 
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
saastr
 
Azure API Management to expose backend services securely
Azure API Management to expose backend services securelyAzure API Management to expose backend services securely
Azure API Management to expose backend services securely
Dinusha Kumarasiri
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
Jakub Marek
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
Postman
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
innovationoecd
 

Recently uploaded (20)

Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
Trusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process MiningTrusted Execution Environment for Decentralized Process Mining
Trusted Execution Environment for Decentralized Process Mining
 
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...
 
5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides5th LF Energy Power Grid Model Meet-up Slides
5th LF Energy Power Grid Model Meet-up Slides
 
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with SlackLet's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slack
 
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
 
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
Skybuffer AI: Advanced Conversational and Generative AI Solution on SAP Busin...
 
Choosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptxChoosing The Best AWS Service For Your Website + API.pptx
Choosing The Best AWS Service For Your Website + API.pptx
 
Public CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptxPublic CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptx
 
AWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptxAWS Cloud Cost Optimization Presentation.pptx
AWS Cloud Cost Optimization Presentation.pptx
 
Fueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte WebinarFueling AI with Great Data with Airbyte Webinar
Fueling AI with Great Data with Airbyte Webinar
 
Skybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoptionSkybuffer SAM4U tool for SAP license adoption
Skybuffer SAM4U tool for SAP license adoption
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
 
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
 
Azure API Management to expose backend services securely
Azure API Management to expose backend services securelyAzure API Management to expose backend services securely
Azure API Management to expose backend services securely
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
 
TrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc Webinar - 2024 Global Privacy Survey
TrustArc Webinar - 2024 Global Privacy Survey
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
 

Understanding your documents with Form Recognizer.pptx

  • 1.
  • 3. Luis Beltrán • Microsoft MVP (AI, Developer Technologies, Azure) • Researcher @ Tomás Bata University in Zlín • Lecturer @ Tecnológico Nacional de México en Celaya @darkicebeam luis@luisbeltran.mx luisbeltran.mx
  • 4. Agenda • Introduction • Azure Cognitive Services • Azure Applied AI Services • Form Recognizer • Demo • Final thoughts
  • 5. Invoices Credit application forms Tax statements Banking forms Medical forms Authorization forms Construction forms … And other different form types Introduction
  • 6. Machine Learning • Data Science + Statistics • It allows a computer to learn without being explicitly programmed. • ML Models: • Regression • Classification • Clustering • Anomaly Detection
  • 7. Vision It allows your apps to understand images and videos, detecting faces and feelings Voice Listen and identify users through their voice, develop apps that talk to them, understand their intention, filter noise. Decision Make smart decisions in seconds by identifying unwanted content, anomalies and also create personalized experiences Language It processes text and identifies what users want. Democratizing Artificial Intelligence Azure Cognitive Services microsoft.com/cognitive
  • 8. Azure Applied AI Services
  • 9. Form Recognizer Service Data extraction in any business process that takes forms and needs to generate structured data No labeling required and only a handful of sample documents are needed to train a model (5 forms) 1. Credit Card Application Company Applicant IBANs 2. Handwritten data Name Job Contact details 3. Invoice Tables Amount Name Address Form Recognizer
  • 12.
  • 13.
  • 14.
  • 15.
  • 17.
  • 18. Demo
  • 19. Benefits • Save a significant amount of time on repetitive document reading and data entry. • Eliminate the manual data input error • Automate workflows from start to finish by adding intelligent decision-making. • Find and direct anomalous documents to a user for review • Reduce time and costs, allowing employees to focus on more important tasks.
  • 20. Pricing Instance Document type Price (USD) Free: web / container All $0: 0 – 500 pages free per month S0: web / container Custom $50 per 1000 pages S0: web / container Pre-built: - Document - Layout - Receipt - Invoice - ID - W-2 - Card (Insurance, Vaccine, Business) $10 per 1000 pages
  • 21. Learn more at… Form Recognizer Documentation https://docs.microsoft.com/en-us/azure/applied-ai-services/form-recognizer/ Microsoft Learn: Introduction to Form Recognizer https://docs.microsoft.com/en-us/learn/modules/intro-to-form-recognizer/ Form Recognizer Studio https://formrecognizer.appliedai.azure.com/studio
  • 22. Thank you for your attention! Luis Beltrán https://about.me/luis-beltran Carla Mamani https://linktr.ee/carlychavez1

Editor's Notes

  1. One of the most common problems that companies have is that there is too much valuable information that is often not processed or has to be transcribed manually, such as invoices, receipts where there is data such as how many items were purchased, amounts and also credit application forms, tax forms which often have a defined format or a very aligned structure in which the only thing that changes is the information that is contained It might happen that this information needs to be transcribed, that is, there is someone dedicated to capture the data and enter it into a system; transcription errors can happen, so how to solve this issue? One option is to use machine learning.
  2. Machine Learning is a field of study that mixes data science with statistics to allow computers the ability to "learn" without being explicitly programmed. This allows users to extend the experience and improve outcomes with minimal human intervention. ML creates results using regression, anomaly detection, clustering, and classification models. What business questions are you trying to solve? That's the key to determine the type of algorithm or method that you're going to apply.
  3. So now you might think. Do I need to be an expert in Machine Learning, python, neural networks, and other techniques to analyze huge data sets in order to extract data from documents with high accuracy, precision, and confidence? Is this a task only within the reach of data scientists? Thanks to the cloud cognitive services offered by Microsoft Azure, you don't need to be an expert or data scientist to inject artificial intelligence into your applications. Cognitive Services include APIs, SDKs, and available services that aim to help developers build intelligent applications without the use of "direct artificial intelligence" and without the need of data science skills and knowledge. In short, Azure Cognitive Services allows developers to easily add cognitive features to their applications: so applications will be able to see, listen, speak, understand and even begin to reason. The Azure Cognitive Services offering can be divided into four main pillars: vision, speech, language, and decision.
  4. There is also another part of Cognitive Services called Azure Applied AI Services which allows businesses to get AI solutions up and running in a matter of days, not months. It enables them to solve common usage scenarios with AI for specific tasks in order to deliver tangible value to organizations quickly, accelerating development and maximizing data security and privacy. Applied AI services combine Azure Cognitive Services, task-specific AI, and business logic to provide you with key AI services. And Form Recognizer is included in this offer.
  5. Form Recognizer is a cognitive service that uses machine learning, deep learning, and optical character recognition to automatically read information from images and PDFs. Form Recognizer identifies and extracts data from your documents and organizes the information for you, so it can detect sales amounts, names of people which are in a specific section of the document, such as in a table or at the top. In this service there are two options, provide examples with or without labeling in order to generate a custom machine learning model.
  6. Document recognition can be custom or pre-built
  7. Form Recognizer Layout API can extract text and table structures, including the row and column numbers associated with the text, and their bounding box coordinates.
  8. Pre-built Form Recognizer models are available for four applications: invoices, sales receipts, ID cards, and business cards. Invoice model The pre-built invoice model extracts data from invoices in various formats and returns structured data. This model extracts key information such as invoice ID, customer and supplier details, shipping and billing information, price totals, and tax amounts. In addition, this model is designed to analyze and return all text and tables into structured data to automate the billing process.
  9. Receipt model This model is used to analyze English-language sales revenue from restaurants, retail stores, gas stations, and more, from Australia, Canada, Great Britain, India, and the United States. It extracts the information you need, such as the time and date of the transaction, merchant information, and total and tax amounts. Data can be extracted from different types of receipts, both in scanned copies and in telephone images.
  10. ID Model This model extracts information from world passports and U.S. driver's licenses, such as document number, name, country of residence, and expiration date, and returns it in a structured list.
  11. Business card model This model extracts key information, such as names and contact numbers, and compiles it into an organized JSON response.
  12. Custom models Form Recognizer offers custom data extraction 'models' that can be tailored to your specific forms to extract text, key/value pairs, and table data. Custom models are created by loading five or more sample forms and labeling them to specify the data you are interested in. Form Recognizer then "trains" a custom model that can extract data tailored specifically to your forms. After you train a custom model, you can test and retrain it to reliably extract data from more forms based on your needs.
  13. Form Recognizer can be integrated into applications, with SDKs available in many languages, shells, and through REST, allowing you to enhance existing workflows with unstructured data from digital or paper-based documents. For example, you can build a mobile application in which a web request is sent with the image of your document to be processed in the cloud and you get the answer you are looking for.
  14. Organizations often receive various types of forms, from which it can be difficult to extract data without painful manual data entry. By extracting data digitally and combining it with existing operating systems and data storage services, organizations can gain insights and deliver value to their customers and business users. Many transactional use cases require manual intervention, but data entry can be tedious and lead to errors. Form Recognizer can be integrated into existing applications and provide a standard JSON response, allowing developers to verify manual data entry with what Form Recognizer detects. Standard responses allow for simple logic to check whether the data points of manual data entry and Form Recognizer are different, for example, if a decimal value was lost during manual data entry. This can help reduce errors and increase accountability in companies. For example, banks can ensure that customers don't get loans they shouldn't get, or that they're not denied for small human errors, such as an out-of-place decimal point.
  15. Here you can see the pay as you go offer for Form Recognizer. You can create free instances at no cost for test, small scenarios or set up a standard instance for production, real-world solutions
  16. Here you have some links to learn more in case you are interested