SlideShare a Scribd company logo
1 of 21
OpenCV for Image Processing with Myro Bob Roberts Kutztown University [email_address]
What is Myro? ,[object Object],[object Object],[object Object]
What is the Scribbler... ,[object Object],[object Object],[object Object],[object Object]
...and the Fluke ,[object Object],[object Object],[object Object]
The Scribbler and the Fluke
The problem ,[object Object],[object Object],[object Object]
Goals ,[object Object],[object Object],[object Object]
Proposed solution ,[object Object],[object Object],[object Object]
Setup ,[object Object],[object Object],[object Object],[object Object]
From Myro to OpenCV ,[object Object],[object Object],[object Object]
Bad result
Detecting circles ,[object Object],[object Object],[object Object]
Pseudo code ,[object Object],[object Object],[object Object]
Detecting circles (result)
An accidental discovery ,[object Object],[object Object],[object Object],[object Object]
Wrap up for circle detection ,[object Object],[object Object],[object Object]
Corner detection ,[object Object],[object Object]
Refinement ,[object Object],[object Object]
Process
Looking ahead ,[object Object],[object Object],[object Object],[object Object],[object Object]
Thank you! For a copy of these slides go to http://www.slideshare.net/2xrobert

More Related Content

Similar to Myro and OpenCV

"The OpenCV Open Source Computer Vision Library: Latest Developments," a Pres...
"The OpenCV Open Source Computer Vision Library: Latest Developments," a Pres..."The OpenCV Open Source Computer Vision Library: Latest Developments," a Pres...
"The OpenCV Open Source Computer Vision Library: Latest Developments," a Pres...Edge AI and Vision Alliance
 
ANISH_and_DR.DANIEL_VRINCEANU_Presentation
ANISH_and_DR.DANIEL_VRINCEANU_PresentationANISH_and_DR.DANIEL_VRINCEANU_Presentation
ANISH_and_DR.DANIEL_VRINCEANU_PresentationAnish Patel
 
COMP 4026 Lecture4: Processing and Advanced Interface Technology
COMP 4026 Lecture4: Processing and Advanced Interface TechnologyCOMP 4026 Lecture4: Processing and Advanced Interface Technology
COMP 4026 Lecture4: Processing and Advanced Interface TechnologyMark Billinghurst
 
Implementation of Computer Vision Applications using OpenCV in C++
Implementation of Computer Vision Applications using OpenCV in C++Implementation of Computer Vision Applications using OpenCV in C++
Implementation of Computer Vision Applications using OpenCV in C++IRJET Journal
 
Cloudera Data Science Challenge
Cloudera Data Science ChallengeCloudera Data Science Challenge
Cloudera Data Science ChallengeMark Nichols, P.E.
 
Data Science Challenge presentation given to the CinBITools Meetup Group
Data Science Challenge presentation given to the CinBITools Meetup GroupData Science Challenge presentation given to the CinBITools Meetup Group
Data Science Challenge presentation given to the CinBITools Meetup GroupDoug Needham
 
Screencasting and Presenting for Engineers
Screencasting and Presenting for EngineersScreencasting and Presenting for Engineers
Screencasting and Presenting for EngineersKunal Johar
 
Agile analysis development
Agile analysis developmentAgile analysis development
Agile analysis developmentsetitesuk
 
Virtual Simulation Of Systems
Virtual Simulation Of SystemsVirtual Simulation Of Systems
Virtual Simulation Of SystemsHites
 
Poing: a coder’s take on protein modelling
Poing: a coder’s take on protein modellingPoing: a coder’s take on protein modelling
Poing: a coder’s take on protein modellingBiogeeks
 
Reveal's Advanced Analytics: Using R & Python
Reveal's Advanced Analytics: Using R & PythonReveal's Advanced Analytics: Using R & Python
Reveal's Advanced Analytics: Using R & PythonPoojitha B
 
李俊良/Feature Engineering in Machine Learning
李俊良/Feature Engineering in Machine Learning李俊良/Feature Engineering in Machine Learning
李俊良/Feature Engineering in Machine Learning台灣資料科學年會
 
The Machine Learning Workflow with Azure
The Machine Learning Workflow with AzureThe Machine Learning Workflow with Azure
The Machine Learning Workflow with AzureIvo Andreev
 
AWS re:Invent 2016: Transforming Industrial Processes with Deep Learning (MAC...
AWS re:Invent 2016: Transforming Industrial Processes with Deep Learning (MAC...AWS re:Invent 2016: Transforming Industrial Processes with Deep Learning (MAC...
AWS re:Invent 2016: Transforming Industrial Processes with Deep Learning (MAC...Amazon Web Services
 
OpenPOWER Webinar from University of Delaware - Title :OpenMP (offloading) o...
OpenPOWER Webinar from University of Delaware  - Title :OpenMP (offloading) o...OpenPOWER Webinar from University of Delaware  - Title :OpenMP (offloading) o...
OpenPOWER Webinar from University of Delaware - Title :OpenMP (offloading) o...Ganesan Narayanasamy
 
The Ring programming language version 1.6 book - Part 181 of 189
The Ring programming language version 1.6 book - Part 181 of 189The Ring programming language version 1.6 book - Part 181 of 189
The Ring programming language version 1.6 book - Part 181 of 189Mahmoud Samir Fayed
 
Python image processing_Python image processing.pptx
Python image processing_Python image processing.pptxPython image processing_Python image processing.pptx
Python image processing_Python image processing.pptxshashikant484397
 
How to win data science competitions with Deep Learning
How to win data science competitions with Deep LearningHow to win data science competitions with Deep Learning
How to win data science competitions with Deep LearningSri Ambati
 

Similar to Myro and OpenCV (20)

"The OpenCV Open Source Computer Vision Library: Latest Developments," a Pres...
"The OpenCV Open Source Computer Vision Library: Latest Developments," a Pres..."The OpenCV Open Source Computer Vision Library: Latest Developments," a Pres...
"The OpenCV Open Source Computer Vision Library: Latest Developments," a Pres...
 
ANISH_and_DR.DANIEL_VRINCEANU_Presentation
ANISH_and_DR.DANIEL_VRINCEANU_PresentationANISH_and_DR.DANIEL_VRINCEANU_Presentation
ANISH_and_DR.DANIEL_VRINCEANU_Presentation
 
COMP 4026 Lecture4: Processing and Advanced Interface Technology
COMP 4026 Lecture4: Processing and Advanced Interface TechnologyCOMP 4026 Lecture4: Processing and Advanced Interface Technology
COMP 4026 Lecture4: Processing and Advanced Interface Technology
 
Implementation of Computer Vision Applications using OpenCV in C++
Implementation of Computer Vision Applications using OpenCV in C++Implementation of Computer Vision Applications using OpenCV in C++
Implementation of Computer Vision Applications using OpenCV in C++
 
Cloudera Data Science Challenge
Cloudera Data Science ChallengeCloudera Data Science Challenge
Cloudera Data Science Challenge
 
Data Science Challenge presentation given to the CinBITools Meetup Group
Data Science Challenge presentation given to the CinBITools Meetup GroupData Science Challenge presentation given to the CinBITools Meetup Group
Data Science Challenge presentation given to the CinBITools Meetup Group
 
Screencasting and Presenting for Engineers
Screencasting and Presenting for EngineersScreencasting and Presenting for Engineers
Screencasting and Presenting for Engineers
 
Agile analysis development
Agile analysis developmentAgile analysis development
Agile analysis development
 
Virtual Simulation Of Systems
Virtual Simulation Of SystemsVirtual Simulation Of Systems
Virtual Simulation Of Systems
 
Poing: a coder’s take on protein modelling
Poing: a coder’s take on protein modellingPoing: a coder’s take on protein modelling
Poing: a coder’s take on protein modelling
 
Reveal's Advanced Analytics: Using R & Python
Reveal's Advanced Analytics: Using R & PythonReveal's Advanced Analytics: Using R & Python
Reveal's Advanced Analytics: Using R & Python
 
李俊良/Feature Engineering in Machine Learning
李俊良/Feature Engineering in Machine Learning李俊良/Feature Engineering in Machine Learning
李俊良/Feature Engineering in Machine Learning
 
The Machine Learning Workflow with Azure
The Machine Learning Workflow with AzureThe Machine Learning Workflow with Azure
The Machine Learning Workflow with Azure
 
AWS re:Invent 2016: Transforming Industrial Processes with Deep Learning (MAC...
AWS re:Invent 2016: Transforming Industrial Processes with Deep Learning (MAC...AWS re:Invent 2016: Transforming Industrial Processes with Deep Learning (MAC...
AWS re:Invent 2016: Transforming Industrial Processes with Deep Learning (MAC...
 
OpenPOWER Webinar from University of Delaware - Title :OpenMP (offloading) o...
OpenPOWER Webinar from University of Delaware  - Title :OpenMP (offloading) o...OpenPOWER Webinar from University of Delaware  - Title :OpenMP (offloading) o...
OpenPOWER Webinar from University of Delaware - Title :OpenMP (offloading) o...
 
1025 track1 Malin
1025 track1 Malin1025 track1 Malin
1025 track1 Malin
 
The Ring programming language version 1.6 book - Part 181 of 189
The Ring programming language version 1.6 book - Part 181 of 189The Ring programming language version 1.6 book - Part 181 of 189
The Ring programming language version 1.6 book - Part 181 of 189
 
Wmc lab (1)
Wmc lab (1)Wmc lab (1)
Wmc lab (1)
 
Python image processing_Python image processing.pptx
Python image processing_Python image processing.pptxPython image processing_Python image processing.pptx
Python image processing_Python image processing.pptx
 
How to win data science competitions with Deep Learning
How to win data science competitions with Deep LearningHow to win data science competitions with Deep Learning
How to win data science competitions with Deep Learning
 

Recently uploaded

GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 
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
 
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
 
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
 
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
 
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
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
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
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
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
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
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 Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 

Recently uploaded (20)

GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 
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...
 
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
 
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...
 
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
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
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...
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
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
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
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 Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 

Myro and OpenCV