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Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

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Page 1: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai
Page 2: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Our Story

Page 3: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai
Page 4: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Understand every image and video to improve life

Page 6: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Convolutional Neural Nets

Page 7: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 1

Page 8: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 1: Top-9 Patches

Page 9: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 2: Top-1

Page 10: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 2: Top-9

Page 11: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 2: Top-9 Patches

Page 12: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 3: Top-1

Page 13: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 3: Top-9

Page 14: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 3: Top-9 Patches

Page 15: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 4: Top-1

Page 16: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 4: Top-9

Page 17: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 4: Top-9 Patches

Page 18: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 5: Top-1

Page 19: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 5: Top-9

Page 20: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Layer 5: Top-9 Patches

Page 21: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

High Quality, High Performance Platform

● ScalabilityREST API platform on AWS infrastructure. We scale with your business.

● SpeedModels make efficient use of processing to return quick decisions. Typically less than 100ms per operation per image.

● FlexibilityUse our core model or select from over 10,000+ concepts to build your own

Page 22: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Simple to Integrate

Python: just three lines of code

from clarifai.client import ClarifaiApi

clapi = ClarifaiApi()

clapi.tag_urls("http://www.clarifai.com/img/metro-north.jpg", language="fr")

Page 23: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Multiple Languages Covered

en Englishar Arabicbn Bengalida Danishde Germanes Spanishfi Finnishfr Frenchhi Hindiit Italianja Japanese

nl Dutchtr Turkishno Norwegianpa Punjabipl Polishpt Portugueseru Russiansv Swedishzh-TW Chinese Traditionalzh Chinese Simplified

Page 24: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Multi-language Prediction● Developed by NLP, vision and data science on our core model

○ (10K+ concepts)● Available for 21 languages!● Languages and concepts chosen based on popularity and

customer needs● We have teams continuously improving and growing the platform

and language support.● Choose the language you need for your customers.

Page 25: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Why is it so difficult?Multiple meanings:

crane

Naive approach: translation

fall -> cadere (to fall over)

Page 26: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Customers

Page 27: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

ForeveryLaunched in December, 2015

Page 28: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

OrganizeUses advanced machine learning to organize your photo library not just by

place and time, but also by people, objects, emotions, and ideas.

Page 29: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

TeachForevery learns when you teach it about the world. Tag people, your pets, your

favorite kind of car, and Forevery will learn to see your tag in new photos.

Page 30: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Creates stories from your photos to remind you of moments past, and recommends the friends

you should share them with.

Share

Page 31: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

TechnologyDeep learning personalization on device built for you

Learns new things and people in real-time

Recommends the people you want to share with most

Automatically detects high quality images

Page 32: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

Forevery

Page 33: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai
Page 34: Women in Machine Learning - Matt Zeiler, CEO @ Clarifai

We’re hiring! clarifai.com/jobs