https://github.com/greatcattw/ti_sk_am68_edgeai_yaml

For study/develop TI edge AI with am68a/am62a/TDA4VM
https://github.com/greatcattw/ti_sk_am68_edgeai_yaml

am62a am68a edgeai sk68 tdm4vm

Last synced: 7 days ago
JSON representation

For study/develop TI edge AI with am68a/am62a/TDA4VM

• Host: GitHub
• URL: https://github.com/greatcattw/ti_sk_am68_edgeai_yaml
• Owner: greatcattw
• Created: 2024-02-15T08:27:12.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-04-08T02:20:39.000Z (9 months ago)
• Last Synced: 2024-12-29T08:12:42.568Z (7 days ago)
• Topics: am62a, am68a, edgeai, sk68, tdm4vm
• Homepage:
• Size: 583 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# TI_SK68_edgeai_yaml  

For study/develop TI edge AI wiht am68a/am62a/TDA4VM   

Test is ok with am68a/SDK9.1/USB camera Logi C270

The config file for app_edgeai.py and app_edgeai  

Copy the yaml file to /opt/edgeai-gst-apps/tests/t1/  

Stop demo

/etc/init.d/edgeai-launcher.sh stop

 

Then test by command line  

/opt/edgeai-gst-apps/apps_python/app_edgeai.py -n -v /opt/edgeai-gst-apps/tests/t1/ONR-OD-8200.yaml  

or  

/opt/edgeai-gst-apps/apps_cpp/bin/Release/app_edgeai -n -v /opt/edgeai-gst-apps/tests/t1/ONR-OD-8420.yaml  

  

![pic](pic/demo1.jpg)


 

These yaml file need  HDMI monitor (1920x1080) and Logi C270 USB camera (1280x720)  

## note 1  

There are 12 type of AI-model in SK68  

root@am68a-sk:/opt/model_zoo/  

ONR-CL-6360-regNetx-200mf                                              

ONR-OD-8020-ssd-lite-mobv2-mmdet-coco-512x512                        

ONR-OD-8200-yolox-nano-lite-mmdet-coco-416x416                       

ONR-OD-8220-yolox-s-lite-mmdet-coco-640x640                          

ONR-OD-8420-yolox-s-lite-mmdet-widerface-640x640                     

ONR-SS-8610-deeplabv3lite-mobv2-ade20k32-512x512                     

TFL-CL-0000-mobileNetV1-mlperf                                       

TFL-OD-2010-ssd-mobV2-coco-mlperf-300x300                            

TFL-SS-2580-deeplabv3_mobv2-ade20k32-mlperf-512x512                  

TVM-CL-3090-mobileNetV2-tv                                           

TVM-OD-5120-ssdLite-mobDet-DSP-coco-320x320                          

TVM-SS-5710-deeplabv3lite-mobv2-cocoseg21-512x512

  

## note 2, offical demo

/etc/init.d/edgeai-launcher.sh stop  

cd /opt/edgeai-gst-apps/tests/  

sh test_all_models.sh  

## note 3, other reference  

systemctl list-units --type=service  

...  

  docker.init.service                  loaded active exited  LSB: start and stop docker                                               

  docker.service                       loaded active running Docker Application Container Engine                                      

  edgeai-init.service                  loaded active running EdgeAI OOB demos  

...  

  

/etc/systemd/system/edgeai-init.service  

ExecStartPre=-/etc/init.d/edgeai-launcher.sh kill_weston  

ExecStart=/etc/init.d/edgeai-launcher.sh start  

ExecStopPost=/etc/init.d/edgeai-launcher.sh stop