Release notes version 00.05.00¶
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
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/edge_ai_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
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
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 |