aka Stefan Novak
flowchart LR
subgraph iOS & OSX
c1(STCiOSXDataCollector)
click c1 href "https://github.com/STCData/STCiOSXDataCollector"
end
subgraph Linux
c2(STCX11DataCollector)
click c2 href "https://github.com/STCData/STCX11DataCollector"
end
subgraph Android
c3(STCDroneDataCollector)
click c3 href "https://github.com/STCData/STCDroneDataCollector"
end
subgraph Cloud
s[(STCDataServer)]
click s href "https://github.com/STCData/STCDataServer"
end
c1 & c2 & c3 -.-> s
STCData is a system for collecting data from user devices for machine learning. Features include:
- Support for video, image, speech, text and structured data mining
- Data collection applications for iOS, MacOS, Android, Linux
- On device real time data pre-labeling using fast vendor provided models
- Realtime data streaming
- Data offloading to eventually available servers and pre upload on device data storage balancing
STCData could be used both as a starting point for building out your own data collection pipeline or as ready solution. It's iOS/MacOS application could be installed as data collecting appliance. It features:
- ML aware browser with hierarchical tabs
- In-app and system user actions mining
- Camera with hands and body poses recognition