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Edge AI TIOVX Apps

Repository to host TIOVX based Edge AI applications for TI devices

Steps to compile

  1. Building on the target

    root@j7-evm:/opt# git clone https://github.com/TexasInstruments/edgeai-tiovx-apps.git
root@j7-evm:/opt# cd edgeai-tiovx-apps
root@j7-evm:/opt/edgeai-tiovx-apps# export SOC=(j721e or j721s2 or j784s4 or am62a)
root@j7-evm:/opt/edgeai-tiovx-apps# ./make_apps.sh

  2. Cross-compilation for target The app can be cross-compiled on an x86_64 machine for the target. Here are the steps for cross-compilation. Here 'work_area' is PSDK RTOS workarea.

    1. cd work_area
    2. git clone https://github.com/TexasInstruments/edgeai-tiovx-apps.git
    3. cd edgeai-tiovx-apps/
    4. Update cmake/setup_cross_compile.sh to specify tool paths and settings
    5. source cmake/setup_cross_compile.sh
    6. mkdir build
    7. cd build
    8. export SOC=(j721e/j721s2/j784s4/am62a)
    9. cmake -DCMAKE_TOOLCHAIN_FILE=../cmake/cross_compile_aarch64.cmake ..
    10. make -j2

Steps to run

  1. Go to edgeai-tiovx-apps directory on target under /opt

    root@j7-evm:/opt# cd edgeai-tiovx-apps

  2. Run the app

    root@j7-evm:/opt/edgeai-tiovx-apps# ./bin/Release/app_edgeai ./configs/image_classification.yaml