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0Mind

Software Robots

5 years 1 month 22 days

Maxim Morskov

Русский

Development
40 %

At the club 5 years 1 month 18 days

VPO 0

Members 0 / 0

Spectators 1

Brief

Fast and scalbale skill server with open source

In details

It`s fast and scalable skill server with open source, which helps to organize machine learning models into pools for quick group usage through simple REST JSON API. Server can be launched on any platform, that supports Python and target machine learning frameworks. Client has no special requirements except for support of HTTP queries.

Innovations

  • Infrastructure independent usage of AI skills
  • AI skill`s usage through "thin client" without model publication
  • Simple and unified REST JSON interface to any ML framework
  • Fast and asynchronous selective or group model inference
  • Step by step development of extremely deep neural networks

Technologies

Prototype

Earlier

Saved 16 of april 2018 15:09:45