SPRADB0 may   2023 AM62A3 , AM62A3-Q1 , AM62A7 , AM62A7-Q1 , AM68A , AM69A

 

  1.   1
  2.   Abstract
  3.   Trademarks
  4. 1Introduction
    1. 1.1 Intended Audience
    2. 1.2 Host Machine Information
  5. 2Creating the Dataset
    1. 2.1 Collecting Images
    2. 2.2 Labelling Images
    3. 2.3 Augmenting the Dataset (Optional)
  6. 3Selecting a Model
  7. 4Training the Model
    1. 4.1 Input Optimization (Optional)
  8. 5Compiling the Model
  9. 6Using the Model
  10. 7Building the End Application
    1. 7.1 Optimizing the Application With TI’s Gstreamer Plugins
    2. 7.2 Using a Raw MIPI-CSI2 Camera
  11. 8Summary
  12. 9References

9 References

  1. Texas Instruments, "Edge AI Marketplace - Retail Checkout," April 2023. [Online]. Available: https://github.com/TexasInstruments/edgeai-gst-apps-retail-checkout.
  2. Texas Instruments, "edgeai-gst-apps-retail-checkout," [Online]. Available: https://github.com/TexasInstruments/edgeai-gst-apps-retail-checkout/blob/main/retail-shopping/README.md. [Accessed 18 4 2023].
  3. Texas Instruments, "TI Edge AI - Model Development," [Online]. Available: https://github.com/TexasInstruments/edgeai/blob/master/readme_models.md.
  4. Texas Instruments, "Edge AI Academy," [Online]. Available: https://dev.ti.com/tirex/explore/node?node=A__ABufwRlVEGy83u-FZ.kg5Q__EDGEAI-ACADEMY__ZKnFr2N__LATEST.
  5. "Papers with code - Image Datasets," [Online]. Available: https://paperswithcode.com/datasets?mod=images.
  6. Texas Instruments, "Edge AI Studio," [Online]. Available: https://dev.ti.com/edgeaistudio/.
  7. "Jupyter Notebook," [Online]. Available: https://jupyter.org/.