Release notes version 08.00.01

New in this Release

  • First release of edge_ai_apps integrated with edgeai-gst-plugins

  • Python and C++ apps updates with color-convert, multi-scaler and dl-pre-processing offload

  • Improved support for USB cameras, video streams and images

  • Support for CSI camera with integrated ISP (OV5640)

  • RTSP video stream support

  • Single input, multiple inference support

  • Multi input, multiple inference support

Fixed in this Release

  • ADASVISION-4607 - Running demo with CSI camera does not run for more than 4-8 frames

  • 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-4783 - Functional issues seen when more than 2 USB cameras are used

  • 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-4840 - Docker setup behind proxy server failing

  • ADASVISION-4870 - Start NTP server to sync clock on board

  • ADASVISION-4889 - All test cases are failing with VX_ZONE_ERROR

  • ADASVISION-4890 - Documentation feedback from Field Team and 3P

  • ADASVISION-4907 - AppInit called multiple times in the C++ usecase

  • ADASVISION-4908 - Post processing of buffers happening in-place

  • ADASVISION-4909 - Ctrl-C not working with applications with Custom GST offload plugins

  • ADASVISION-4922 - ONNX RT Object detection models not working in 08 RC

  • ADASVISION-4944 - Getting VX_ZONE_ERRORS during app de-init

  • ADASVISION-4945 - Image input not working with tiovx plugins

  • ADASVISION-4946 - Multi Input, Multi Inference causing memory leak

  • ADASVISION-4949 - Error from init_script.sh upon login

  • ADASVISION-4969 - C++ Application hangs when Ctrl+C entered for video, Camera input

  • ADASVISION-4970 - Image input is not working on both Python and C++ apps

  • ADASVISION-4972 - VX_ZONE_ERROR observed in TVM-OD-5020-yolov3-mobv1-gluon-mxnet-416x416 model for video input

  • ADASVISION-4973 - Python Application hangs when Ctrl+C entered for some OD model with Video/RTSP/Camera input

  • ADASVISION-4974 - Python Application hangs when Ctrl+C entered for some segmentation models model with video input

  • ADASVISION-4977 - C++ apps output for multi-instance stutter issue

Known Issues

  • ADASVISION-4981 - GStreamer-CRITICAL error observed in logs, however demos run fine

  • ADASVISION-4979 - Demo apps hang if RTSP server is down

  • ADASVISION-4960 - Edge AI C++ apps do not run when building in debug mode

  • ADASVISION-4959 - Edge AI Demos do not run more than 4-5 hours

  • ADASVISION-4953 - Video looping does not work with v4l2 HW decoder plugin

  • ADASVISION-4943 - Edge AI: RPI camera cannot capture data correctly for 10 bit format

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

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

Note

Please also refer to edgeai-gst-plugins issues for more details on bugs filed on custom GStreamer plugins

Software components

List of software components used in this version

Componenet

Version

PSDKLA (filesystem, uboot)

08.00.01

PSDKRA (firmware)

08.00.01

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

8.0.0