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Computer Vision goes mobile!
Remus Văduva
[email protected]
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
A few words about us
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
80%
11%9%
Clients
US
Europe
Australia
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
• Image Processing
• Image Analysis
What is the difference?
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Image Processing
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Image Analysis
WYW - 1747
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Image Analysis
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Height = 178 cm
Image Analysis
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Image Analysis
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What is Computer Vision good for?
• Medical applications
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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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
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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
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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…
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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
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And now?
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
Where to with mobile computer vision?
• Inventory control on the field
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
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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?)
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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
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iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.
DEMO
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Computer Vision goes mobile!
Remus Văduva
[email protected]
iOS NeXT 2014, Cluj-Napoca Copyright © 2014, Dynamic Ventures, Inc. All rights reserved.