EXPERIENCEMay 23, 2018 THE AI FIRST - Intel ... V2 API Clarifai launches v2 API with Custom Training...

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Transcript of 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

  • For Internal Use Only - Do Not Distribute

    CLARIFAI IS A MARKET LEADER IN VISUAL RECOGNITION AI TECHNOLOGY Proven, award-winning technology Team of computer vision experts $40M+ in venture to date

    Matt Zeiler, CEO & Founder Machine Learning PhD

    Imagenet 2013 Winners

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    COMPUTER VISION RESULTS A

    cc u

    ra cy

    90%

    1980 2013

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    NEURAL NETWORK HISTORY 4AI

    Yann LeCun

    30x Speedup ● more data ● bigger models ● faster iterations

    Geoff Hinton

    1980s

    2009

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    CLARIFAI: A BRIEF HISTORY V2 API Clarifai launches v2 API with Custom Training and Visual Search

    Series B Clarifai raises $30M series B funding led by Menlo Ventures

    2013

    Foundation Matt Zeiler wins top ImageNet, starts Clarifai

    Video Clarifai announces video recognition capability

    Series A Clarifai receives $10M series A funding led by Union Square Ventures

    Forevery Clarifai launches first consumer app, Forevery photo

    V1 API Clarifai launches v1 API for image recognition

    SF Office Clarifai announces opening of SF-based office

    Mobile SDK Clarifai releases Mobile SDK in Beta

    2014

    2015

    2016

    2017

    2018

    Brand Refresh Clarifai launches brand refresh

    On Prem Clarifai announces On Prem

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    POWERFUL ARTIFICIAL INTELLIGENCE IN CLEAN APIS AND SDKS

    6AI

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    MODEL GALLERY DEMOS 7AI

    https://clarifai.com/models https://clarifai.com/models

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    EASY TO USE API 8AI

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    SIMPLICITY IN USER INTERFACE

    9AI

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    POWERFUL SOLUTIONS FOR EVERY PROBLEM

    CORE MODEL Broad lens

    DRINK

    DOMAIN MODEL Narrow lens

    COFFEE

    CUSTOM MODEL Detailed 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 AI 12Custom Training

    Special Hardware

    Lot of Code

    Thousands of Data Examples

    Data Scientists

    WEEKS

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    v

    HOW TO GET EVERYONE TO TRAIN AI 13Custom Training

    Hosted Hardware

    A few Lines Of Code

    Just a Few Data Examples

    Individuals

    SECONDS

  • CUSTOM TRAINING DEMOS

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    HOW SIMPLE IS IT TO TRAIN? 15Custom Training

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    SIMPLICITY IN UI 16Custom Training

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    ORGANIZE WITH AI POWERED SEARCH

    17Demo

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    SEARCH BY TAG 18Visual 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 SEARCH DEMOS

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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 AI TO THE EDGE

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    LEARN YOUR PREFERENCES

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    MONITOR YOUR WORLD

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    SEAMLESSLY INTEGRATED

    Cloud API Integrate machine learning into your business in no time flat with just a few lines of code

    Mobile SDK Run AI on-device with zero lag, online or offline, to build mobile apps that get more accurate with each use

    On-Premise Run AI on your servers and manage the apps and services you build on top of it

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    CLARIFAI SOLUTIONS Predict, 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 FUTURE 30

    Analyze & Understand Automate & Maintain

    Practical implementations to...

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    GUIDE THE BUYER JOURNEY WITH PHOTOS 31

    AI enhances shopping of digital catalog from the physical world

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    ADD A NEW LAYER OF UNDERSTANDING IN-STORE AI enhances shopping of physical catalog with digital features

    https://docs.google.com/file/d/1hMTOBDFWs59eAaknpskHUO8tGeiklAr3/preview

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    ENHANCE VALUE TO CUSTOMERS WITH AI 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

    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

    M in

    AIaaS

    M in

    C o

    st

    E ff

    o rt

    le ve

    l

    M ax Open-source

    M ax

    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/Domain Clarifai

    Algo ImprovementsCustom Clarifai

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    Detection Aerial Detection

    OBJECT DETECTION

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    38

    INDUSTRY Travel

    USE CASE Auto-tag professional photos from hotels on its platform

    RESULT • Improved efficiency of human

    moderators • Curated new content for customers

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    INDUSTRY Healthcare

    SOLUTION Augment 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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    INDUSTRY E-commerce and Retail

    SOLUTION Automatically 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 Search Recommendation

    & Discovery Organize & Curate Customer Analytics Moderation Security

    JOIN LEADERS WHO ARE ENABLING AN AI FIRST EXPERIENCE CLARIFAI CUSTOMERS

    PROFIT OPTIMIZATION MONITOR

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    THANK YOU