layout
default

STCData

System for collecting data from mobile devices and machine learning on it

flowchart BT
  subgraph STCiOSXDataCollector
    direction TB
    c1(ML Recognizers)
    br>Browser]
    cam1>Camera]
    scr1>Screencast]
    br-->|tab info\nhtml\nrendered html\nuser actions|c1
    cam1-->|image|c1
    scr1-->|current frame\nApp info|c1
  end
  subgraph Linux
    direction TB
    c2(STCX11DataCollector)
    scr2>Screencast]
    scr2-->c2
  end
  subgraph Android 
    c3(STCDroneDataCollector)
  end
  subgraph Cloud
    sActual[(STCDataServer)]
  end
  
  s{{<i>schemaless\nAvro based\nREST/Websockets\nProtocol</i>}}
  
  s---|domain/schema agnostic\nrealtime data for ML|sActual
  
  c1-. hand, body poses\n recognized text in apps\nrecognized speech\screencast .-> s
  c3-. drone telemetry\n location\ndrone camera stream\nrecognized objects\nuser input .-> s
  c2-. screencast\nrecognized text\nuser input .-> s

Server

STCDataServer

A server that receives stream of timestamped data with evolution-resistant scheme from mobile clients, stores it in database, provides APIs for using it in machine learning

Collectors

STCX11DataCollector

Linux X11 application that logs windowing information, screenshots and recognized text, user actions

STCDroneDataCollector

Android drone control application that logs telemetry, video stream, recognized objects on video stream, user actions

STCiOSXDataCollector

iOS/OSX application that logs detected text, human poses, window manager information and user actions from built in web browser, terminal emulator, camera, and any other external application

Recommend Projects