iosnext.ro - case study - remus vaduva
TRANSCRIPT
Computer Vision goes mobile!
Remus Văduva
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
A few words about us
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
80%
11%9%
Clients
US
Europe
Australia
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
• Image Processing
• Image Analysis
What is the difference?
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Image Processing
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Image Analysis
WYW - 1747
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Image Analysis
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Height = 178 cm
Image Analysis
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Image Analysis
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
What is Computer Vision good for?
• Medical applications
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
What is Computer Vision good for?
• Medical applications
• Quality assurance
• Object recognition
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
What is Computer Vision good for?
• Medical applications
• Quality assurance
• Object recognition
• Measurement & counting
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
What is Computer Vision good for?
• Medical applications
• Quality assurance
• Object recognition
• Measurement & counting
and so on…
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
How it works?
How do you detect a circle?
• You take the image
• Convert it to grayscale
• Look for contours
• Binarize the contours
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
And now?
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Where to with mobile computer vision?
• Inventory control on the field
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Where to with mobile computer vision?
• Inventory control on the field
• Sampling to assess process efficiency
• Fun (why not?)
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Benefits of the mobile technology
• Using the technology in the field
• High fps enabled apps
• Everything in your pocket
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
DEMO
Computer Vision goes mobile!
Remus Văduva
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.