Distributed Synthetic Data Platform for Deep Learning Applications

Transcription

1 Distributed Synthetic Data Platform for Deep Learning Applications

2 The AI industry is ready to pay miners for their computational resources more than they can ever get from mining Ether or BTC. BITCOIN OR ETHER MINING OR BITCOIN ETHER MINING $7-8 $7-8 USD per DAY per DAY x6 GPU GPU AMAZON DEEP LEARNING AMAZON DEEP LEARNING $3-4 $3-4HOUR USD per HOUR WE CAN BRIDGE THIS GAP KNOWLEDGE MINING IS MORE PROFITABLE. DEEP LEARNING NEEDS YOUR POWER!

3 BITCOIN OR DEEP BOTTLENECK OF AMAZON AUTOMATION ETHER MINING LEARNING OF EVERY INDUSTRY: Chris NOT ENOUGH LABELED DATA $7-8 USDNETWORK $3-4 USD FOR NEURAL per DAY HOUR TRAINING

4 TO AUTOMATE THE RETAIL INDUSTRY BITCOIN OR OBJECTS AMAZON DEEP ETHER MINING LEARNING MUST BE RECOGNIZED ON THE SHELVES OSA HP CONTRACTED NEUROMATION TO PRODUCE $7-8 LABELED DATAUSD AND TO RECOGNIZE $3-4 USD DAY 7 MLN EURO HOUR MOREper THAN REVENUE 30% OF THE COST IS COMPUTATIONAL POWER. IMAGE RECOGNITION IN RETAIL BY ECR RESEARCH: ABOUT 40 BLN IMAGES PER YEAR

5 MORE THAN 1 BLN BITCOIN OR ETHER MINING AMAZON DEEP LEARNING $7-8 USD per DAY $3-4 USD HOUR Chris LABELED PHOTOS ARE REQUIRED TO TRAIN IMAGE RECOGNITION MODELS WHERE CAN WE GET THIS HUGE AMOUNT OF LABELED DATA?

6 DATA LABELING HAS BEEN MANUAL WORK TILL NOW Chris 1 MAN = 8 HOURS x 50 IMAGES, x $0.2 PER IMAGE YEARS OF MECHANICAL WORK 1 BLN LABELED PHOTOS = $240 MLN

7 WE KNOW HOW TO GENERATE SYNTHETIC LABELED DATA FOR DEEP LEARNING

8 SYNTHETIC DATA: A BREAKTHROUGH IN DEEP LEARNING Labeled data with 100% accuracy Automated data generation with no limits Cheaper and faster than manual labor BUT REQUIRES HUGE COMPUTATIONAL POWER TO RENDER DATA AND TRAIN NEURAL NETWORKS

9 NEUROMATION AMAZON DEEP PLATFORMLEARNING BITCOIN OR ETHER MINING will combine in one place all the components necessary to build deep learning solutions $7-8with USD $3-4 USD synthetic data per DAY TokenAI HOUR THE UNIVERSAL MARKETPLACE OF NEURAL NETWORK DEVELOPMENT

10 NEUROMATION LABS: RETAIL AUTOMATION LAB PHARMA AND BIOTECH LAB synthetic data for: (live) items for Eastern European retail market only about 50 euro per object more than 7 mln Euro in revenue medical imaging (classify tumors and melanomas) health applications (smart cameras) ENTERPRISE AUTOMATION LAB synthetic data for: training flying drones, self-driving cars, and industrial robots in virtual environments manufacturing and supply-chain solutions VAST APPLICATIONS OF SYNTHETIC DATA

11 ICO GOALS 2,000 ETH Retail + Med-Devices Labs. Basic Neuromation Platform. 5,000 ETH Industrial Innovation Labs, 1,000 GPUs cluster enabled on the platform. 10,000 ETH Large Neuromation Platform: 10,000 GPUs pool tied to the platform. 1000s of service providers on the platform. 50,000 ETH 100,000 GPUs pool. Fully distributed Neuromation Platform. World wide adoption. 200,000 ETH Neuromation world-wide computation cluster. Neuromation blockchain, 1M GPU pool. Secret Cap: Token sale will stop 7 days after the secret cap is reached. Neuromation web site will inform everyone when the secret cap is reached.

12 BITCOIN OR ETHER MINING AMAZON DEEP LEARNING $7-8 USD per DAY $3-4 USD HOUR

13 NEUROMATION PLATFORM will be extending Etherium with TokenAI. Neuromation needs to quickly deploy a massive network of computation nodes (converted from crypto miners). the network must be geographically distributed and keep track of massive amounts of transactions the payment method for completed work should be highly liquid and politically independent network nodes have to understand the model of mining a resource for a bounty: transparency is required to build trust transactions need to be transparently auditable to prevent fraud and mitigate dispute Blockchain is the only technology that can realistically accomplish this. Extending Ethereum instead of building our own blockchain is an obvious first step.

14 OUR TEAM: Maxim Prasolov CEO Andrew Rabinovich Adviser Fedor Savchenko CTO Sergey Nikolenko Chief Research Officer Yuri Kundin ICO Compliance Adviser Esther Katz VP Communication Denis Popov VP of Engineering Kiryl Truskovskyi Lead Researcher Constantine Goltsev Investor / Chairman Aleksey Spizhevoi Researcher

15 NEUROMATION ROAD MAP Q Team building Q Seed round completed. Work started Q Launch of R&D in Retail Lab test synthetic data hypothesis Q Proof of hypothesis on synthetic data is finished. Retail synthetic data generator proven. Model development complete (reached 95% accuracy). Marketing and first sales to retail clients. ICO preparation. Q Neuromation ICO. Neuromation platform v1. Launched with 1,000 GPU capacity deployed. Medical devices Lab has started. Q Active sales and marketing of Neuromation platform. Neuro Tokens are tradable on exchanges. Industrial automation Lab has started. Q Neuromation platform v2. Launched with 10,000 GPU capacity deployed. Q Neuro Token will migrate to its own blockchain. Neuromation platform v3. Launched with 100,000 GPU capacity deployed.

16 ICO ROADMAP OCTOBER 15th, 2017 Presale starts NOVEMBER, 2017 Public sale starts UNKNOWN DATE Secret cap is reached, and token sale ends in 7 days Jan 1st, 2018 Token sale ends (if secret cap is not reached)

17 ICO DETAILS Tokens Minted: 1,000,000,000 Issued in ICO: Up to 700,000,000 Reserve: from 300,000,000 Price per Token: ETH Jurisdiction: Estonia, EU * Neuromation is fully compliant with Estonian crowdfunding legislation

18 KNOWLEDGE MINING - A NEW ERA OF DISTRIBUTED COMPUTING THANK YOU! neuromation.io