Products with NNStreamer

Mass-produced Devices

  • Samsung Galaxy Watch 3
  • Samsung TV 2022 and later models
  • Samsung Smart Oven
  • Samsung Family-Hub Refrigerator

Devices to be mass-produced Soon

  • Robotic vacuum cleaner
  • Air conditioner
  • Washer/dryer

Products manufactured in small numbers

  • Activity Recognition Sensors
  • Augmented workers (factories)
  • Wearable robots

Companies known to use NNStreamer

Reports and tips welcomed!

| Company | | | | :---: | :---: | --- | | fainders.ai | fainders.ai.demo.store | Unmanned retail store system, applied to:
GS25 conviniend store
Super Swift | | klleon | klleon.demo.speech | Generate speech video from pictures and texts. | | OpenNCC | openncc.demo.facemask | Edge-AI cameras and real-time AI service framework | | PrintNanny | printnanny.demo.printer | 3D printer monitoring service | | NXP | nxp.example.pose
NXP nnstreamer example
i.MX Machine Learning User's Guide | Vision pipeline with NNStreamer | | [LG] | lg.gstreamer.conference.talk | GStreamer Conference 2023 | | MediaTek | mediatek.sw.stack | MediaTek Genio |

  • (TBU): Eyepop.ai's nnstreamer usages

Research

Research based on NNStreamer

  • J. Karjee, et. al., Dynamic Split Computing of PoseNet Inference for Fitness Applications in Home IoT-Edge Platform, COMSNET 2022 IEEE Explore
  • S. Lee, et. al., Implementation of Object Detection System for Real-time Video with NNStreamer, KIISE 2020 DBPIA (Korean)
  • J. Moon, et. al., Performance Analysis of Neural Network Pipelining for Multimodal On-Device AI Applications, KIISE 2019 DBPIA (Korean)
  • J. Karjee, et. al., Energy Profiling based Load-Balancing Approach in IoT-Edge for Split Computing, INDICON 2021 IEEE Explorer

The results of the search are