experiencemay 23, 2018 the ai first - intel...v2 api clarifai launches v2 api with custom training...
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THE AI FIRST EXPERIENCE
May 23, 2018
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CLARIFAI IS A MARKET LEADER IN VISUAL RECOGNITION AI TECHNOLOGYProven, award-winning technology Team of computer vision experts $40M+ in venture to date
Matt Zeiler, CEO & FounderMachine Learning PhD
Imagenet 2013 Winners
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COMPUTER VISION RESULTSA
ccu
racy
90%
1980 2013
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NEURAL NETWORK HISTORY4AI
Yann LeCun
30x Speedup● more data● bigger models● faster iterations
Geoff Hinton
1980s
2009
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CLARIFAI: A BRIEF HISTORYV2 APIClarifai launches v2 API with Custom Training and Visual Search
Series BClarifai raises $30M series B funding led by Menlo Ventures
2013
FoundationMatt Zeiler wins top ImageNet, starts Clarifai
VideoClarifai announces video recognition capability
Series AClarifai receives $10M series A funding led by Union Square Ventures
ForeveryClarifai launches first consumer app, Forevery photo
V1 APIClarifai launches v1 API for image recognition
SF OfficeClarifai announces opening of SF-based office
Mobile SDKClarifai releases Mobile SDK in Beta
2014
2015
2016
2017
2018
Brand RefreshClarifai launches brand refresh
On PremClarifai announces On Prem
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POWERFUL ARTIFICIAL INTELLIGENCE IN CLEAN APIS AND SDKS
6AI
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MODEL GALLERY DEMOS7AI
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EASY TO USE API8AI
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SIMPLICITY IN USER INTERFACE
9AI
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POWERFUL SOLUTIONS FOR EVERY PROBLEM
CORE MODELBroad lens
DRINK
DOMAIN MODELNarrow lens
COFFEE
CUSTOM MODELDetailed lens
STARBUCKS
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Teach the AI about the world from your own unique perspective
CUSTOM TRAINING
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HOW YOU TRAIN AI12Custom Training
Special Hardware
Lot of Code
Thousands of Data Examples
DataScientists
WEEKS
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v
HOW TO GET EVERYONE TO TRAIN AI13Custom Training
Hosted Hardware
A few LinesOf Code
Just a FewData Examples
Individuals
SECONDS
CUSTOM TRAININGDEMOS
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HOW SIMPLE IS IT TO TRAIN?15Custom Training
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SIMPLICITY IN UI16Custom Training
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ORGANIZEWITH AI POWERED SEARCH
17Demo
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SEARCH BY TAG18Visual Search Demo
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SEARCH by image
19Visual Search Demo
red lace up sneakers with weird embellishments
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SEARCH by image and tag
20Visual Search Demo
VISUAL SEARCHDEMOS
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HOW SIMPLE IS IT TO SEARCH?22Visual Search Demo
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SIMPLICITY IN USER INTERFACE
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PUSHING AITO THE EDGE
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LEARN YOUR PREFERENCES
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MONITORYOUR WORLD
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SEAMLESSLY INTEGRATED
Cloud APIIntegrate machine learning into your business in no time flat with just a few lines of code
Mobile SDKRun AI on-device with zero lag, online or offline, to build mobile apps that get more accurate with each use
On-PremiseRun AI on your servers and manage the apps and services you build on top of it
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CLARIFAI SOLUTIONSPredict, Train, Search are building blocks to providing real world solutions
PROFIT OPTIMIZATION MONITOR
Confidential. For internal use only.
EXAMPLE: FROM DIGITAL TO PHYSICAL - THINKING AI FIRST
29
Bridging the gap between online store experiences and brick & mortar retail.
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Recommend
THE STORE OF THE FUTURE30
Analyze & Understand Automate & Maintain
Practical implementations to...
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GUIDE THE BUYER JOURNEY WITH PHOTOS31
AI enhances shopping of digital catalog from the physical world
Confidential. For internal use only.
ADD A NEW LAYER OF UNDERSTANDING IN-STOREAI enhances shopping of physical catalog with digital features
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ENHANCE VALUE TO CUSTOMERS WITH AIROI Method Online In-store
Profit Optimization
Optimize inventory yes yes
Organize layout yes yes
New discovery yes yes
Recommendation yes yes
Analytics yes yes
Monitoring Protect Your Brand yes yes
ROI Method Online In-store
Profit Optimization
Optimize inventory yes yes
Organize layout yes yes
New discovery yes yes
Recommendation yes yes
Analytics yes yes
Monitoring Protect Your Brand yes yes
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34
START BY ANSWERING ONE IMPORTANT QUESTION
ARE YOU AN AI
COMPANY?
USE A SERVICE BUILD IN-HOUSE
NO YES
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35
MACHINE LEARNING EXPERIENCE
Min Max
Min
AIaaS
Min
Co
st
Eff
ort
leve
l
Max Open-source
Max
Machine Learning Experience
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ACCURACY FOR YOUR PROBLEM
Tensorflow“set and forget”
Custom Clarifai(algo only)
Custom Clarifai(algo+data)
TimeToday
General/DomainClarifai
Algo ImprovementsCustom Clarifai
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Detection Aerial Detection
OBJECT DETECTION
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38
INDUSTRYTravel
USE CASEAuto-tag professional photos from hotels on its platform
RESULT• Improved efficiency of human
moderators• Curated new content for customers
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INDUSTRYHealthcare
SOLUTIONAugment doctors with “intelligent” medical diagnoses
IMPACT● 99% accuracy in identifying ear
diseases● Brought modern medicine and
specialized ear treatments to remote communities in Africa and south America
39
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INDUSTRYE-commerce and Retail
SOLUTIONAutomatically recommends relevant West Elm products based on visual similarity to a user’s Pinterest board
IMPACT● Increase basket size ● Increase RPV● Increase Conversions● Digital Decor: Buy a room
vs. a piece of furniture
40
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Visual SearchRecommendation
& DiscoveryOrganize & Curate Customer Analytics Moderation Security
JOIN LEADERS WHO ARE ENABLING AN AI FIRST EXPERIENCECLARIFAI CUSTOMERS
PROFIT OPTIMIZATION MONITOR
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THANK YOU