experiencemay 23, 2018 the ai first - intel...v2 api clarifai launches v2 api with custom training...

42
For Internal Use Only - Do Not Distribute THE AI FIRST EXPERIENCE May 23, 2018

Upload: others

Post on 24-Jun-2020

9 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

THE AI FIRST EXPERIENCE

May 23, 2018

Page 2: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

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

Page 3: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

COMPUTER VISION RESULTSA

ccu

racy

90%

1980 2013

Page 4: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

NEURAL NETWORK HISTORY4AI

Yann LeCun

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

Geoff Hinton

1980s

2009

Page 5: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

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

Page 6: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

POWERFUL ARTIFICIAL INTELLIGENCE IN CLEAN APIS AND SDKS

6AI

Page 7: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

MODEL GALLERY DEMOS7AI

Page 8: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

EASY TO USE API8AI

Page 9: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

SIMPLICITY IN USER INTERFACE

9AI

Page 10: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

POWERFUL SOLUTIONS FOR EVERY PROBLEM

CORE MODELBroad lens

DRINK

DOMAIN MODELNarrow lens

COFFEE

CUSTOM MODELDetailed lens

STARBUCKS

Page 11: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

Teach the AI about the world from your own unique perspective

CUSTOM TRAINING

Page 12: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

HOW YOU TRAIN AI12Custom Training

Special Hardware

Lot of Code

Thousands of Data Examples

DataScientists

WEEKS

Page 13: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

v

HOW TO GET EVERYONE TO TRAIN AI13Custom Training

Hosted Hardware

A few LinesOf Code

Just a FewData Examples

Individuals

SECONDS

Page 14: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

CUSTOM TRAININGDEMOS

Page 15: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

HOW SIMPLE IS IT TO TRAIN?15Custom Training

Page 16: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

SIMPLICITY IN UI16Custom Training

Page 17: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

ORGANIZEWITH AI POWERED SEARCH

17Demo

Page 18: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

SEARCH BY TAG18Visual Search Demo

Page 19: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

SEARCH by image

19Visual Search Demo

red lace up sneakers with weird embellishments

Page 20: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

SEARCH by image and tag

20Visual Search Demo

Page 21: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

VISUAL SEARCHDEMOS

Page 22: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

HOW SIMPLE IS IT TO SEARCH?22Visual Search Demo

Page 23: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

SIMPLICITY IN USER INTERFACE

Page 24: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

PUSHING AITO THE EDGE

Page 25: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

LEARN YOUR PREFERENCES

Page 26: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

MONITORYOUR WORLD

Page 27: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

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

Page 28: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

CLARIFAI SOLUTIONSPredict, Train, Search are building blocks to providing real world solutions

PROFIT OPTIMIZATION MONITOR

Page 29: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

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.

Page 30: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

Confidential. For internal use only.

Recommend

THE STORE OF THE FUTURE30

Analyze & Understand Automate & Maintain

Practical implementations to...

Page 31: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

Confidential. For internal use only.

GUIDE THE BUYER JOURNEY WITH PHOTOS31

AI enhances shopping of digital catalog from the physical world

Page 32: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

Confidential. For internal use only.

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

Page 33: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

Confidential. For internal use only.

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

Page 34: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

34

START BY ANSWERING ONE IMPORTANT QUESTION

ARE YOU AN AI

COMPANY?

USE A SERVICE BUILD IN-HOUSE

NO YES

Page 35: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

35

MACHINE LEARNING EXPERIENCE

Min Max

Min

AIaaS

Min

Co

st

Eff

ort

leve

l

Max Open-source

Max

Machine Learning Experience

Page 36: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

ACCURACY FOR YOUR PROBLEM

Tensorflow“set and forget”

Custom Clarifai(algo only)

Custom Clarifai(algo+data)

TimeToday

General/DomainClarifai

Algo ImprovementsCustom Clarifai

Page 37: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

Detection Aerial Detection

OBJECT DETECTION

Page 38: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

38

INDUSTRYTravel

USE CASEAuto-tag professional photos from hotels on its platform

RESULT• Improved efficiency of human

moderators• Curated new content for customers

Page 39: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

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

Page 40: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

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

Page 41: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

Visual SearchRecommendation

& DiscoveryOrganize & Curate Customer Analytics Moderation Security

JOIN LEADERS WHO ARE ENABLING AN AI FIRST EXPERIENCECLARIFAI CUSTOMERS

PROFIT OPTIMIZATION MONITOR

Page 42: EXPERIENCEMay 23, 2018 THE AI FIRST - Intel...V2 API Clarifai launches v2 API with Custom Training and Visual Search Series B Clarifai raises $30M series B funding led by Menlo Ventures

For Internal Use Only - Do Not Distribute

THANK YOU