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.
[email protected] [email protected] [email protected]
To get access to the platform and for large custom deployments, contact:
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