BUILD SMARTER SYSTEMSDeveloper platform for Deep Learning

2

Pain Point: Technology created ‘Information Monster’!

SRC:IBM

40%

Time spent by professionals in search for right information for decision making

80%World’s unstructured data!

10ZBCurrent data size

The data is expected to grow to 70 Zeta Bytes by 2020

3

ProblemSolution

Analyse

PrioritisePublicPrivate

Personal

Collect

APPS

Humans can’t analyse this!

Pain point: Trillions of clues & options

4

Informationgeddon!

Problem: How does machines learn?

By writing rules for each task!!

Hand crafted features based on task with a bounded limits Ex: Libraries, Ontologies etc!

Task1 Task2 Taskn

Rules:123

Rules:1a2a3a

Rules:1aa2aa3aa

…………….

Problem: Highly limited by rules and task

• Cannot keep on writing rules for each task• Machine learning will over fit• Machine is bounded• Highly time taking

Deep Neural Nets:

Neural architectures of learning to make it learn faster with minimal inputs from humans

Human Brain

Made of billions of neurons Machines using the same neural architectures

Machines

Where are these Deep Neural networks can be applied to:

Computer Vision

Language Processing

Data Analysis

& pretty much anywhere

Every task which has enough inputs and end points data can be converted into a neural program which can adapt continuously!

Ant

government debt problems turning into banking crises as has

happened in

Computer Vision

Language Processing

Data Analysis

Ant

1954 has caused enough depreciation in dollar value and

in economic stability

Building an AI system is complex

Intelligence CPU/GPU’s Dev Ops

Multi step process that involves syncing efforts from experts and solving multiple complex challenges at each step

DATA SCALESOLUTION

Experts Experts Experts

Arya.ai enables developers to focus on their productArya.ai solves the most complex in ‘AI’ building process so that developers, startups and enterprises can focus on core product

features and product differentiations!

DATA SCALESOLUTION

Complete scalable ‘AI’ stack

Intelligence DevOpsExpertise CPU/GPU’s

Arya.ai: Multi-functional Deep Learning Platform

AI bots Computer Vision Language Reasoning

QnA SystemsConversation system upon knowledge base

FAQ + CRM BotsAction based conversation systems

Transaction AssistantsConversation system that performs or assists with transactions

Quality AnalystIntensive quality cross checks using multiple data sources

General ClassifierUse 1000+ classes to classify images

E-commerceClassify/search products with visual inputs

Face MatchCompare and de-duplicate faces from pictures and videos

Object SegmentationIdentify various objects within a visual arena

Action ClassifierClassify actions in multi-media format videos

Text ClassifierClassify text with/without domain context

Sentiment ClassifierClassify text into ‘sentiments’

Entity ExtractionExtract entities from unstructured information

Semantic SimilarityCompare text with domain contextual similarity

Dialogue SystemsEnable your applications to develop conversations

RadiologistMedical reports based on classification visual medical images

Object segmentation/classifier in videosIdentify various objects in videos and classify objects

Train your own classifierTeach the machine to carry out your own tasks

Event PredictionSupervised & unsupervised neural networks

Technology

Software Hardware

Multi-layered Deep Neural Networks

Deep Neural Nets enable machines to learn from/with the environment, either

supervised/unsupervised and adapt to changing situations

Graphic Units + CPU Units

Customized architectures that are optimized for better latencies and faster deployments of

high computational complex algorithms!

How it works?

Configure Train DeployChoose the relevant AI

capabilities needed for your application

Give relevant training data in specified formats and if needed

interact with the system to teach it

Integrate the intelligence by just adding a simple API end point

Why Arya.ai?

Full range of ‘AI’ capabilitiesText?Vision?Speech?Botsthatremembercontextacrossmultiplequestions? Acombinationoftheseservices?AllavailableonArya.ai- youronestopshopforeverythingAI.

Custom ‘AI’ now possibleAryaallowsyouto launchcustommachinessuitableforyourusecases.Youcanalsocustomizemodulesandfeedyourowndataandcontexttoyourapplications.

Flexibility and Control Choosesystemsthatadapttoyourwork loadsandlatencyrequirements.Switchonandoffatwill.Getcustommachinesthatyoufullycontrol.

Focus on your productWithreadytouseAIservices,youcanjustfocusbuildingagreatapplication,anduseAryatomakeitmoreintelligent.Makeyourapplicationsandsystemssmarter- Now!

1 2

43

Use Cases

Radiologist(DiabeticRetinopathy)

Automated Technical Support(Manufacturing)

Customer Tickets Automation

KnowledgeBase

WhatarethevisualchecksneedtobeperformedwhileinstallingtheEZ189inturbines?

Checkwiththeturbinebladeconfiguration.Usually,EZ189,goeswellwithTradeIIblades

(TurbineII.pdf,37th page,line18th)

Hi,Iwanttochangethelocation ofmytravel.

Canyoupleasesharethetransaction ID?

12749GYNW789JI

Whatisthechangeddestination?

PleasechangeittoNewYork!

Doyouwanttogowiththesameairlines?

Computer Vision QnA Systems Conversational Systems

Arya as a Radiologist:

16

Rig

ht e

yeLe

ft ey

e

Mild Very SevereSevereMild

Scan Report

Stage 1

Stage 2

Stage 1

Arya as a Radiologist: How to build it?

17

Step 2: Upload/Select training dataStep 1: Choose the needed modules Step 3: Integrate API

Vision: Radiologist

{"images": ["https://s3.amazonaws.com/800-arya-vision/61-44301102-jpg"]}

Arya as Radiologist in 3 steps

Arya as a Radiologist:

18

Arya as Research Companion:

19

Step 2: Upload/Select training dataStep 1: Choose the needed modules Step 3: Integrate API

{"images": ["https://s3.amazonaws.com/800-arya-vision/61-44301102-jpg"]}

Arya as a Professional Companion

Context Module

Text Classifier

Dialogue Creator

Graph Reading

Concept Relation

Reasoning

Research Papers, Books, Patents etc

SampleDialogues

TextClassifierTraining

Arya as Research Companion

Which algorithm you think is ideal for speech recognition? “SVM” or “ANN”

Which is a better test for Colon cancer? “Fecal Occult blood test” or “Colonoscopy” or

“Sigmoidoscopy”

Which metal has higher ablation depth for the same fluence? "Si" or "Ni"

SCIENCE TECHNOLOGY MEDICINE

20

Arya as Research Companion

WhatarethefutureapplicationsofArtificialIntelligenceinhumancomputer

interaction?

Arya,CanyoupleasepredicttheresearchpapersimportanceofArtificial

Intelligence?

Arya,CanyoupredictYvalueforthethegraphforXn =60?

Applications

Manufacturing Governance Media

Lot more…...Automobile

Banking & Finance

E-retail

Pricing

1to10001001to1,000,000

1,000,000to5,000,000

5,000,000to25,000,000

Text

Knowledge Extraction - 1 0.7 0.5Text Classifier - 2 1.4 0.9Sentiment Analysis - 1 0.7 0.5Entity Extraction - 1 0.7 0.5Semantic Similarity - 1 0.7 0.5

Vision

General Classifier - 3 2.1 1.4E-commerce Classifier - 5 3.5 2.3Object segmentation (Image & Video) - 3 2.1 1.4Action Prediction (Videos) -Search - 2 1.4 0.9Face Matching - 2 1.4 0.9

AIBots

FAQ|a - 2 1.4 0.9FAQ|b - 5 3.5 2.3QnA |b - 5 3.5 2.3QnA |a - 2 1.5 0.9Dialogue - 2 1.4 0.9

CustomComputingMachines~CostAPI’sCostperthousandperMonth ($)

ComputerCost/hr ($)

C1 0.055C2 0.95C3 1.6G1 0.65G2 2.7

1. Computing cost is applicable only when custom systems are deployed

2. Add-ons like Frame classifier will carry additional cost

Allmodulesarecustomizable

Globally recognised by Tech Communities!

Forbes Asia: 30 Under 30, Consumer tech, Feb 2016

Speakers at International ‘Deep Learning & Virtual Assistants Summit’ in San Francisco, Jan, 2016

Only Asian company selected for ‘International Innovation Awards’ from French Innovation Agency, Dec, 2015

Top 4 Next Generation Technology startup among 59 countries by Silicon Valley Forum, Jun, 2015

Arya.ai: This is just the beginning!

AI bots Speech Computer Vision

FAQ + CRM Bots (b)Generalized version of information bots.

Dialogue Systems with multi flowsCreate dialogue system with multi inputs and define multiple decision flows.

Speech to TextConvert speech to text

Speech to ActionConvert speech inputs into actions

Train your own Object Segmentation in VideosIdentify multiple classes of objects in videos

Human Segmentation & Face identification in VideosIdentify human faces in images or videos.

Object SearchSearch for any kind of object with visual inputs

Text to IntentClassify text inputs into ‘intents’

Language TranslationConvert text inputs from one language to other

Language

Text

Arya.ai is committed to simplify building AI and play a

crucial role in AI adoption.

Coming Soon!

Mission

Enable developers to build world class AI systems that can amplify human abilities and decision making powers.

vinay@arya.ai sanjay@arya.ai suheel@arya.ai

To get access to the platform and for large custom deployments, contact: