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Four key points concerning production
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Classroom Contents
Edge AI Design Strategy for C2C E-Commerce Applications
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- 1 Intro
- 2 Agenda
- 3 Background replacement on Google Meet
- 4 Client-side ML in Mercari
- 5 Why Client-side ML
- 6 How to develop Client-side ML
- 7 For more advanced use cases
- 8 Four key points concerning production
- 9 Is the Server-side enough?
- 10 In the case of Mercari Lens
- 11 Model architecture
- 12 Inference on Streaming Media
- 13 Pre/Post Process
- 14 Introduce MediaPipe
- 15 Define a process pipeline
- 16 Inference with the pipeline
- 17 Optimize the pipeline
- 18 Validation
- 19 Tools for web
- 20 Unfortunately, NO
- 21 Architecture for native application
- 22 We could migrate to web!
- 23 Native like performance on web
- 24 Conclusion
