Image Recognition. Technology, Guidelines and Trends
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Image Recognition Technology, Guidelines and Trends David Marimon CEO & Co-founder [email protected] +34 654 906 753
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Transcript of Image Recognition. Technology, Guidelines and Trends
Image RecognitionTechnology, Guidelines and Trends
David MarimonCEO & Co-founder
[email protected]+34 654 906 753
The visual recognition market is estimated to grow
from $9.65 billion in 2014
to $25.65 billion by 2019
According to Image Recognition Market, Markets and Markets, May 2014
Image Recognition
Face Recognition
Object Classification
Object Character Recognition
Visual Recognition
Augmented Reality and Image Recognition,
the happy couple
Outline
What works with image recognition
How to put image recognition into your app
Vendor comparison
Trends
Outline
What works with image recognition
How to put image recognition into your app
Vendor comparison
Trends
How does the world look like for a machine?
Textured Textureless
Transparent
Deformable Rigid
What’s possible with Image Recognition?
Textured Textureless
Transparent
Deformable Rigid
Outline
What objects work with image recognition
How to put image recognition into your app
Vendor comparison
Trends
What do you need to build an app?
Content
On-device or Cloud Image Recognition
Image database
Curate the Image Database
Choose the IR mode that fits best
Cloud Service On-Device SDK
Choose the IR mode that fits best
Cloud Service On-Device SDK
IR requires Internet
Yes No
IR speed Depends on network Controlled
Content updates Immediate Require local sync
Analytics Latest availableRely on app connection
Outline
What works with image recognition
How to put image recognition into your app
Vendor comparison
Trends
Cloud Service On-Device SDK
Vendors in the AR space
ServiceOn
PremisesOn-
Device
Vendors in the IR space
Why my favorite is Catchoom
Real World-tested
Built for usability
Fast, accurate, reliable
Scalable
Catchoom has delivered
over 420 million
image recognitions to date
Outline
Image recognition: approaches and limitations
How to put image recognition into your app
Vendor comparison
Trends
Extended Search
On-Device SDK Cloud Service
Industrial Applications
Apparel recognition
Takeaways
1. Image recognition is the door to a broad range of
applications and services
2. Improve performance with better image databases
3. Choose on-device or cloud IR depending on your use
case.
4. Catchoom is already behind 420M interactions and
looking to meet upcoming trends
Image RecognitionTechnology, Guidelines and Trends
David MarimonCEO & Co-founder
[email protected]+34 654 906 753
Visit our boothfor live demos!
Annex
Image Recognition vsObject Classification
Textured Textureless Transparent Deformable Rigid
Image Recognition
Object Classification
Challenges with benchmarks
Label a database with both reference and test images
Identify infrastructure differences
Understand performance is not necessarily optimized for your use case
How to benchmark
Small dataset Full test
1.Contact the vendor 1.Contact the vendor2.Label your database3.Use APIs
