SPRADA8 may   2023 AM68A , TDA4VL-Q1

 

  1.   1
  2.   Abstract
  3.   Trademarks
  4. 1Introduction
  5. 2AM68A Processor
  6. 3Edge AI Use Cases on AM68A
    1. 3.1 AI Box
    2. 3.2 Machine Vision
    3. 3.3 Multi-Camera AI
  7. 4Software Tools and Support
    1. 4.1 Edge AI Software Development Kit (SDK)
    2. 4.2 Edge AI SDK Demonstrations
    3. 4.3 Edge AI Model Zoo
    4. 4.4 Edge AI Studio
  8. 5Conclusion
  9. 6Reference

5 Conclusion

The AM68A is the best design for the development of various Edge AI applications with the moderate number of cameras in terms of the performance and the ease of development. The heterogeneous architecture with multiple cores and hardware accelerators provides flexible ways to optimize the performance. The Edge AI SDK with Edge AI Studio and Model Zoo streamlines the development process from the training, optimizing and deploying of the model, to the application deployment with GStreamer, OpenVX, and OpenCV.

The AM68A is ready for the developer to start developing Edge AI applications with the AM68A starter kit EVM and the Processor SDK Linux for AM68A. Documentation, prebuilt images, and demonstrations are available from the AM68A product page. See TI's Edge AI folder for more information about Edge AI across TI's processors.