SlideShare a Scribd company logo
SuperVISOR
Adaptive system for paper data form recognition and
extraction
Summary

  Introduction & problem 
  analisys
  Implementation and flow 
  chart
  Results
  Demo
Problems analisys

   Data requirements:
     Huge data amounth 
     Simple data 
   Flexible data import
   Environments where people cant use computers or 
   technological advantages
Status of the art

    Commercial software: few software, too many specific 
    and customized, integration and expansion are difficult 
    and expansive.


    Opensource software: no software
supervisor­engine
Input example (1)
Input example (2)
Input Example (3)
supervisor­builder
                     XML creation simple 
                     and easy
                     Developed as GIMP 
                     extension.
                     Written in python
OCR /1

   OCR Engine: Tesseract, but is simple to change.
   Tesseract: is one of best opensource OCR engine, is 
   simple to use but (a bit) bugged and hard to train.
OCR /2

   Bounding box
   Statistic evaluation
   True = black > 20/30%
Results

   High accuracy
   High flexibility
   Slow comutation: 20 seconds on 300dpi (~10 Mb) image 
   size on a single core. 
:þ :F :þ Demo :) :F :þ
Thanks


“There's no place like 127.0.0.1”
Meetup Lfoppiano

More Related Content

Similar to Meetup Lfoppiano

Artificial Intelligence in practice - Gerbert Kaandorp - Codemotion Amsterdam...
Artificial Intelligence in practice - Gerbert Kaandorp - Codemotion Amsterdam...Artificial Intelligence in practice - Gerbert Kaandorp - Codemotion Amsterdam...
Artificial Intelligence in practice - Gerbert Kaandorp - Codemotion Amsterdam...
Codemotion
 
Advanced Open IoT Platform for Prevention and Early Detection of Forest Fires
Advanced Open IoT Platform for Prevention and Early Detection of Forest FiresAdvanced Open IoT Platform for Prevention and Early Detection of Forest Fires
Advanced Open IoT Platform for Prevention and Early Detection of Forest Fires
Ivo Andreev
 
PPT slides
PPT slidesPPT slides
PPT slides
Videoguy
 
Visual, Interactive, Predictive Analytics for Big Data
Visual, Interactive, Predictive Analytics for Big DataVisual, Interactive, Predictive Analytics for Big Data
Visual, Interactive, Predictive Analytics for Big Data
Arimo, Inc.
 
Making Machine Learning Scale: Single Machine and Distributed
Making Machine Learning Scale: Single Machine and DistributedMaking Machine Learning Scale: Single Machine and Distributed
Making Machine Learning Scale: Single Machine and Distributed
Turi, Inc.
 
High level-api in tensorflow
High level-api in tensorflowHigh level-api in tensorflow
High level-api in tensorflow
Hyungjoo Cho
 
AWS re:Invent 2016: Deep Learning at Cloud Scale: Improving Video Discoverabi...
AWS re:Invent 2016: Deep Learning at Cloud Scale: Improving Video Discoverabi...AWS re:Invent 2016: Deep Learning at Cloud Scale: Improving Video Discoverabi...
AWS re:Invent 2016: Deep Learning at Cloud Scale: Improving Video Discoverabi...
Amazon Web Services
 
Presentation1.2.pptx
Presentation1.2.pptxPresentation1.2.pptx
Presentation1.2.pptx
pranaykusuma
 
Robotics technical Presentation
Robotics technical PresentationRobotics technical Presentation
Robotics technical Presentation
klepsydratechnologie
 
Deterministic and high throughput data processing for CubeSats
Deterministic and high throughput data processing for CubeSatsDeterministic and high throughput data processing for CubeSats
Deterministic and high throughput data processing for CubeSats
Pablo Ghiglino
 
Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCVAutomatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV
Editor IJCATR
 
Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV
Editor IJCATR
 
Hw09 Hadoop Based Data Mining Platform For The Telecom Industry
Hw09   Hadoop Based Data Mining Platform For The Telecom IndustryHw09   Hadoop Based Data Mining Platform For The Telecom Industry
Hw09 Hadoop Based Data Mining Platform For The Telecom Industry
Cloudera, Inc.
 
ppbench - A Visualizing Network Benchmark for Microservices
ppbench - A Visualizing Network Benchmark for Microservicesppbench - A Visualizing Network Benchmark for Microservices
ppbench - A Visualizing Network Benchmark for Microservices
Nane Kratzke
 
Dsp lab manual 15 11-2016
Dsp lab manual 15 11-2016Dsp lab manual 15 11-2016
Dsp lab manual 15 11-2016
Gopinath.B.L Naidu
 
Scalable Learning in Computer Vision
Scalable Learning in Computer VisionScalable Learning in Computer Vision
Scalable Learning in Computer Vision
butest
 
O Matrix Overview
O Matrix OverviewO Matrix Overview
O Matrix Overview
Nicole Cocco
 
IMAGE CAPTURE, PROCESSING AND TRANSFER VIA ETHERNET UNDER CONTROL OF MATLAB G...
IMAGE CAPTURE, PROCESSING AND TRANSFER VIA ETHERNET UNDER CONTROL OF MATLAB G...IMAGE CAPTURE, PROCESSING AND TRANSFER VIA ETHERNET UNDER CONTROL OF MATLAB G...
IMAGE CAPTURE, PROCESSING AND TRANSFER VIA ETHERNET UNDER CONTROL OF MATLAB G...
Christopher Diamantopoulos
 
Analysis Result Manager (ARM)
Analysis Result Manager (ARM)Analysis Result Manager (ARM)
Analysis Result Manager (ARM)
magland
 
Building a data pipeline to ingest data into Hadoop in minutes using Streamse...
Building a data pipeline to ingest data into Hadoop in minutes using Streamse...Building a data pipeline to ingest data into Hadoop in minutes using Streamse...
Building a data pipeline to ingest data into Hadoop in minutes using Streamse...
Guglielmo Iozzia
 

Similar to Meetup Lfoppiano (20)

Artificial Intelligence in practice - Gerbert Kaandorp - Codemotion Amsterdam...
Artificial Intelligence in practice - Gerbert Kaandorp - Codemotion Amsterdam...Artificial Intelligence in practice - Gerbert Kaandorp - Codemotion Amsterdam...
Artificial Intelligence in practice - Gerbert Kaandorp - Codemotion Amsterdam...
 
Advanced Open IoT Platform for Prevention and Early Detection of Forest Fires
Advanced Open IoT Platform for Prevention and Early Detection of Forest FiresAdvanced Open IoT Platform for Prevention and Early Detection of Forest Fires
Advanced Open IoT Platform for Prevention and Early Detection of Forest Fires
 
PPT slides
PPT slidesPPT slides
PPT slides
 
Visual, Interactive, Predictive Analytics for Big Data
Visual, Interactive, Predictive Analytics for Big DataVisual, Interactive, Predictive Analytics for Big Data
Visual, Interactive, Predictive Analytics for Big Data
 
Making Machine Learning Scale: Single Machine and Distributed
Making Machine Learning Scale: Single Machine and DistributedMaking Machine Learning Scale: Single Machine and Distributed
Making Machine Learning Scale: Single Machine and Distributed
 
High level-api in tensorflow
High level-api in tensorflowHigh level-api in tensorflow
High level-api in tensorflow
 
AWS re:Invent 2016: Deep Learning at Cloud Scale: Improving Video Discoverabi...
AWS re:Invent 2016: Deep Learning at Cloud Scale: Improving Video Discoverabi...AWS re:Invent 2016: Deep Learning at Cloud Scale: Improving Video Discoverabi...
AWS re:Invent 2016: Deep Learning at Cloud Scale: Improving Video Discoverabi...
 
Presentation1.2.pptx
Presentation1.2.pptxPresentation1.2.pptx
Presentation1.2.pptx
 
Robotics technical Presentation
Robotics technical PresentationRobotics technical Presentation
Robotics technical Presentation
 
Deterministic and high throughput data processing for CubeSats
Deterministic and high throughput data processing for CubeSatsDeterministic and high throughput data processing for CubeSats
Deterministic and high throughput data processing for CubeSats
 
Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCVAutomatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV
 
Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV Automatic License Plate Recognition using OpenCV
Automatic License Plate Recognition using OpenCV
 
Hw09 Hadoop Based Data Mining Platform For The Telecom Industry
Hw09   Hadoop Based Data Mining Platform For The Telecom IndustryHw09   Hadoop Based Data Mining Platform For The Telecom Industry
Hw09 Hadoop Based Data Mining Platform For The Telecom Industry
 
ppbench - A Visualizing Network Benchmark for Microservices
ppbench - A Visualizing Network Benchmark for Microservicesppbench - A Visualizing Network Benchmark for Microservices
ppbench - A Visualizing Network Benchmark for Microservices
 
Dsp lab manual 15 11-2016
Dsp lab manual 15 11-2016Dsp lab manual 15 11-2016
Dsp lab manual 15 11-2016
 
Scalable Learning in Computer Vision
Scalable Learning in Computer VisionScalable Learning in Computer Vision
Scalable Learning in Computer Vision
 
O Matrix Overview
O Matrix OverviewO Matrix Overview
O Matrix Overview
 
IMAGE CAPTURE, PROCESSING AND TRANSFER VIA ETHERNET UNDER CONTROL OF MATLAB G...
IMAGE CAPTURE, PROCESSING AND TRANSFER VIA ETHERNET UNDER CONTROL OF MATLAB G...IMAGE CAPTURE, PROCESSING AND TRANSFER VIA ETHERNET UNDER CONTROL OF MATLAB G...
IMAGE CAPTURE, PROCESSING AND TRANSFER VIA ETHERNET UNDER CONTROL OF MATLAB G...
 
Analysis Result Manager (ARM)
Analysis Result Manager (ARM)Analysis Result Manager (ARM)
Analysis Result Manager (ARM)
 
Building a data pipeline to ingest data into Hadoop in minutes using Streamse...
Building a data pipeline to ingest data into Hadoop in minutes using Streamse...Building a data pipeline to ingest data into Hadoop in minutes using Streamse...
Building a data pipeline to ingest data into Hadoop in minutes using Streamse...
 

Recently uploaded

A Comprehensive Guide to DeFi Development Services in 2024
A Comprehensive Guide to DeFi Development Services in 2024A Comprehensive Guide to DeFi Development Services in 2024
A Comprehensive Guide to DeFi Development Services in 2024
Intelisync
 
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
 
SAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloudSAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloud
maazsz111
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
Hiroshi SHIBATA
 
Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024
Jason Packer
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Tosin Akinosho
 
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
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
Pixlogix Infotech
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
ssuserfac0301
 
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
 
GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)
Javier Junquera
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
panagenda
 
Public CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptxPublic CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptx
marufrahmanstratejm
 
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
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
Shinana2
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
Postman
 
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
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
Chart Kalyan
 

Recently uploaded (20)

A Comprehensive Guide to DeFi Development Services in 2024
A Comprehensive Guide to DeFi Development Services in 2024A Comprehensive Guide to DeFi Development Services in 2024
A Comprehensive Guide to DeFi Development Services in 2024
 
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
 
SAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloudSAP S/4 HANA sourcing and procurement to Public cloud
SAP S/4 HANA sourcing and procurement to Public cloud
 
Introduction of Cybersecurity with OSS at Code Europe 2024
Introduction of Cybersecurity with OSS  at Code Europe 2024Introduction of Cybersecurity with OSS  at Code Europe 2024
Introduction of Cybersecurity with OSS at Code Europe 2024
 
Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays - June 2024
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
 
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...
 
HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
Best 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERPBest 20 SEO Techniques To Improve Website Visibility In SERP
Best 20 SEO Techniques To Improve Website Visibility In SERP
 
Taking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdfTaking AI to the Next Level in Manufacturing.pdf
Taking AI to the Next Level in Manufacturing.pdf
 
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 ...
 
GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)GNSS spoofing via SDR (Criptored Talks 2024)
GNSS spoofing via SDR (Criptored Talks 2024)
 
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAUHCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
HCL Notes und Domino Lizenzkostenreduzierung in der Welt von DLAU
 
Public CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptxPublic CyberSecurity Awareness Presentation 2024.pptx
Public CyberSecurity Awareness Presentation 2024.pptx
 
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
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
 
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...
 
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfHow to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdf
 

Meetup Lfoppiano