13.7. Release notes version 00.05.00

13.7.1. New in this Release

  • Python and C++ demos supported on both docker and host

  • ONNX Runtime support

  • RTSP video stream support

  • Single input, multiple inference support

  • Multi input, multiple inference support

13.7.2. Fixed in this Release

  • ADASVISION-4719 - C++ apps exits throwing an error for video inputs

  • ADASVISION-4723 - Python demos cannot be run in docker session

  • ADASVISION-4724 - C++ demos cannot be built or run in the host OS

  • ADASVISION-4780 - Demo apps hang while running them back to back

  • ADASVISION-4784 - Docker run command not spawning to /opt/edgeai-gst-apps

  • ADASVISION-4785 - C++ application crashes for TVM based mxnet and video input

  • ADASVISION-4790 - ONNX semantic segmentation model output corrupted

  • ADASVISION-4791 - Few regNetx ONNX & TVM classification models are not running in Python demo

  • ADASVISION-4792 - Python demos performance poorer than C++ demos on 0.5 RC

  • ADASVISION-4793 - Performance of demos in 0.5RC poorer than 0.4.2

  • ADASVISION-4798 - Font size of Top5 class is large for multichannel display

13.7.3. Known Issues

  • ADASVISION-4720 - Output video encode framerate incorrect it is hardcoded to 30fps

  • ADASVISION-4721 - Docker session restart required sometimes when demos exit abruptly with Ctrl+C

  • ADASVISION-4722 - Demo with video input does not loop continuously like image inputs

  • ADASVISION-4781 - install_dl_dependencies.sh is not working on Host OS

  • ADASVISION-4783 - Performance issues observed for more than 2 USB cameras

  • ADASVISION-4794 - Application tasks 10-15 seconds to come up in some cases

  • ADASVISION-4795 - Some ONNX classification models occasionally do not run

  • ADASVISION-4796 - Frame drop observed with video input

  • ADASVISION-4805 - Default etcher image size not sufficient for docker build and all model download

  • ADASVISION-4806 - Python based Multi-input, Multi-output demo stops after video stops

  • ADASVISION-4807 - Model name font size does not scale

  • ADASVISION-4809 - Python and C++ apps cannot measure pre and post processing time accurately

13.7.4. Software components

List of software components used in this version

Componenet

Version

PSDKLA (filesystem, uboot)

07.03.01

PSDKRA (firmware)

07.03.01

Docker

19.03.8-ce

Ubuntu (Docker)

20.04.LTS

Python

3.8

OpenCV

4.5.1

GStreamer

1.16.2

Cmake

3.16.3

Ninja

1.10.0

Meson

0.57.2

Jupyterlab

3.0.14

NeoAI - DLR

1.8.0

Tensorflow

2.4

TFLite-runtime

2.5.0

ONNX-runtime

1.7.0

PyYAML

5.4.1

TI Model Zoo

2.0