Roadmap

IDEA: Idea only

IMPL: implementation started

TEST: testing / fixing bugs / untested

CMPL: completed

CMUP: completed but update required

2020

• Inter-pipeline communication protocol
  • (IMPL) flatbuf
  • (IMPL) protobuf
  • (IMPL) mediapipe
• (IDEA) "Tensor-IF" (a new element!)
• (IDEA) Memcpy-less-ness for GPU/NPU operations
• AI Hardware accelerator libraries and neural network frameworks as tensor-filter
  • (CMPL) edge-TPU
  • (CMPL) movidius-X
  • (CMPL) nnruntime/nnfw
  • (CMUP) SNAP: SNAP v2 released with API updates
  • (TEST) vivante
  • (IDEA) SNPE
• (IDEA) ML Training framework (a new element!)
• (IMPL) Simple & Efficient Training Framework (nntrainer), "0.1" release
  • (IDEA) Integrate as a subplugin for ML Training framework
  • (IDEA) Do On-Device Reinforced Learning in an NNStreamer Pipeline!
• Deeper integration to OS
  • (IMPL) Configurable Android AAR build scripts and releases
  • (IMPL) Add to Debian/Ubuntu (not just PPA!)
  • (IMPL) Full features integrated with Tizen .NET APIs
• Tensor-filter API updates
  • (IMPL) Filter subplugin as a C++-class
  • (IDEA) Lambda-function as a filter subplugin.

2021

• Edge-AI (Edge-Device-Cloud AI)
• Distributed pipeline w/ dynamicity & robustness supports
• OS: Windows / iOS
• APIs for Rust?
  • Rust APP API
  • Rust subplugin API

2022

History

2018: Start of the project (2018.3.)

2019