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Congratulations on completing this course. In this course, you learned about the importance and ubiquity of on-device AI. You learned how to take models that were trained in the cloud and prepare them for on-device deployment. You ran your first model on-device with just a few lines of code. You learned how to quantize your model to improve efficiency by as much as 4x. And finally, you saw how to build an end to end application running on your smartphone in real-time. I'm looking forward to see what you will build on your own.
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Next Lesson
Introduction to on-device AI
  • Introduction
    Video
    ・
    4 mins
  • Why on-device
    Video
    ・
    5 mins
  • Deploying Segmentation Models On-Device
    Video with Code Example
    ・
    15 mins
  • Preparing for on-device deployment
    Video with Code Example
    ・
    14 mins
  • Quantizing Models
    Video with Code Example
    ・
    13 mins
  • Device Integration
    Video
    ・
    6 mins
  • Conclusion
    Video
    ・
    1 min
  • Appendix - Building the App
    Code Example
    ・
    1 min
  • Appendix - Tips and Help
    Code Example
    ・
    1 min
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