Releases: gichan-jang/nnstreamer
Releases · gichan-jang/nnstreamer
v2.1.1: Start Development of NNStreamer 2.1.1 (2.2 RC2)
This is the version marking for 2.1.1 development start. As 2.1.0 is started on Sep 28 2021, the change is huge. 2.1.0 -> 2.1.1 - Tizen 7.0 M1 RCx preparation and NNStreamer Mini Summit 2022-04 release. - NNStreamer-Edge refactoring (module for Among-Device AI (a.k.a. Edge-AI)) - Ongoing effort of nnstreamer-edge separation from nnstreamer. - In the future, nnstreamer-edge will provide among-device AI functions and nnstreamer will provide gstreamer plugins for such functions. Non-gstreamer systems may connect to nnstreamer-edge based pipelines without gstreamer as clients. - NNStreamer-Edge will be using AITT as its default backend, leaving protocol issues to AITT. - In the future, nnstreamer-edge will be compatible with non-Linux ultra-lightweight systems (e.g., Tizen-RT) - ML-Service API preparation is going on at api.git. - Major features - MQTT timestaamping w/ NTP. (later will be migrated to nnstreamer-edge & aitt) - Query (later will be migrated to nnstreamer-edge & aitt): robustness support, mqtt-hybrid protocol, performance fixes for multi-clients. - More coverage for SNPE support: quantized model support, SNPE dimension bug workaround, fixes from/for production team. - Flexible tensor support w/ decoder, converter, flatbuffer. - Minor features - MQTT unittest basis, generic stream support, android support, timeout handling, ... (and many!) - Utility functions exported for plugin writers. - Tensorflow-lite delegation refactored for generality: may use XNNPACK more easily. - Tensorflow-lite multi-lib support. - PyTorch: support complex output tensor formats. - NNStreamer multi-lib support. - Decoder: boundingbox-yolov5 - Filter: TRIx-Engine support. (NPUs of Samsung 2022 TV) - Docker support refactored and cleaned up. - Fixes - ARMNN build errors. - Android errors - Build errors with recent compiler updates. (gcc 11) - Fixes upstreamed from productions - Errors w/ library updates: Lua >= 5.3, GLib >= 2.68 - Regression fixes: openvino, edgetpu, tensorrt - Memory leaks in C++ subplugin infra. - Known issues: PPA/Launchpad build broken! Signed-off-by: MyungJoo Ham <[email protected]>